| Year |
Citation |
Score |
| 2024 |
Collins KM, Sucholutsky I, Bhatt U, Chandra K, Wong L, Lee M, Zhang CE, Zhi-Xuan T, Ho M, Mansinghka V, Weller A, Tenenbaum JB, Griffiths TL. Building machines that learn and think with people. Nature Human Behaviour. 8: 1851-1863. PMID 39438684 DOI: 10.1038/s41562-024-01991-9 |
0.505 |
|
| 2024 |
Oktar K, Lombrozo T, Griffiths TL. Learning From Aggregated Opinion. Psychological Science. 9567976241251741. PMID 39046442 DOI: 10.1177/09567976241251741 |
0.656 |
|
| 2024 |
Lu Q, Nguyen TT, Zhang Q, Hasson U, Griffiths TL, Zacks JM, Gershman SJ, Norman KA. Reconciling shared versus context-specific information in a neural network model of latent causes. Scientific Reports. 14: 16782. PMID 39039131 DOI: 10.1038/s41598-024-64272-5 |
0.725 |
|
| 2024 |
Kumar S, Sumers TR, Yamakoshi T, Goldstein A, Hasson U, Norman KA, Griffiths TL, Hawkins RD, Nastase SA. Shared functional specialization in transformer-based language models and the human brain. Nature Communications. 15: 5523. PMID 38951520 DOI: 10.1038/s41467-024-49173-5 |
0.777 |
|
| 2024 |
Allen K, Brändle F, Botvinick M, Fan JE, Gershman SJ, Gopnik A, Griffiths TL, Hartshorne JK, Hauser TU, Ho MK, de Leeuw JR, Ma WJ, Murayama K, Nelson JD, van Opheusden B, et al. Using games to understand the mind. Nature Human Behaviour. PMID 38907029 DOI: 10.1038/s41562-024-01878-9 |
0.786 |
|
| 2024 |
Krueger PM, Callaway F, Gul S, Griffiths TL, Lieder F. Identifying resource-rational heuristics for risky choice. Psychological Review. PMID 38635156 DOI: 10.1037/rev0000456 |
0.787 |
|
| 2024 |
Devraj A, Griffiths TL, Zhang Q. Reconciling categorization and memory via environmental statistics. Psychonomic Bulletin & Review. PMID 38366264 DOI: 10.3758/s13423-023-02448-2 |
0.419 |
|
| 2024 |
Cornell CA, Norman KA, Griffiths TL, Zhang Q. Improving Memory Search Through Model-Based Cue Selection. Psychological Science. 9567976231215298. PMID 38175943 DOI: 10.1177/09567976231215298 |
0.577 |
|
| 2023 |
Ho MK, Cohen JD, Griffiths TL. Rational Simplification and Rigidity in Human Planning. Psychological Science. 34: 1281-1292. PMID 37878525 DOI: 10.1177/09567976231200547 |
0.793 |
|
| 2023 |
Hardy MD, Thompson BD, Krafft PM, Griffiths TL. Resampling reduces bias amplification in experimental social networks. Nature Human Behaviour. PMID 37845518 DOI: 10.1038/s41562-023-01715-5 |
0.687 |
|
| 2023 |
Griffiths TL, Kumar S, McCoy RT. On the hazards of relating representations and inductive biases. The Behavioral and Brain Sciences. 46: e275. PMID 37766644 DOI: 10.1017/S0140525X23002042 |
0.533 |
|
| 2023 |
Callaway F, Griffiths TL, Norman KA, Zhang Q. Optimal metacognitive control of memory recall. Psychological Review. PMID 37732967 DOI: 10.1037/rev0000441 |
0.575 |
|
| 2023 |
Reichman D, Lieder F, Bourgin DD, Talmon N, Griffiths TL. The Computational Challenges of Means Selection Problems: Network Structure of Goal Systems Predicts Human Performance. Cognitive Science. 47: e13330. PMID 37641424 DOI: 10.1111/cogs.13330 |
0.651 |
|
| 2023 |
Kumar S, Dasgupta I, Daw ND, Cohen JD, Griffiths TL. Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning. Plos Computational Biology. 19: e1011316. PMID 37624841 DOI: 10.1371/journal.pcbi.1011316 |
0.62 |
|
| 2023 |
Sumers TR, Ho MK, Griffiths TL, Hawkins RD. Reconciling truthfulness and relevance as epistemic and decision-theoretic utility. Psychological Review. PMID 37589706 DOI: 10.1037/rev0000437 |
0.782 |
|
| 2023 |
Correa CG, Ho MK, Callaway F, Daw ND, Griffiths TL. Humans decompose tasks by trading off utility and computational cost. Plos Computational Biology. 19: e1011087. PMID 37262023 DOI: 10.1371/journal.pcbi.1011087 |
0.758 |
|
| 2023 |
Agrawal M, Peterson JC, Cohen JD, Griffiths TL. Stress, intertemporal choice, and mitigation behavior during the COVID-19 pandemic. Journal of Experimental Psychology. General. PMID 37079827 DOI: 10.1037/xge0001417 |
0.34 |
|
| 2023 |
Uddenberg S, Thompson BD, Vlasceanu M, Griffiths TL, Todorov A. Iterated learning reveals stereotypes of facial trustworthiness that propagate in the absence of evidence. Cognition. 237: 105452. PMID 37054490 DOI: 10.1016/j.cognition.2023.105452 |
0.703 |
|
| 2023 |
Vélez N, Christian B, Hardy M, Thompson BD, Griffiths TL. How do Humans Overcome Individual Computational Limitations by Working Together? Cognitive Science. 47: e13232. PMID 36655981 DOI: 10.1111/cogs.13232 |
0.712 |
|
| 2022 |
Sumers TR, Ho MK, Hawkins RD, Griffiths TL. Show or tell? Exploring when (and why) teaching with language outperforms demonstration. Cognition. 232: 105326. PMID 36473238 DOI: 10.1016/j.cognition.2022.105326 |
0.762 |
|
| 2022 |
Dubey R, Griffiths TL, Dayan P. The pursuit of happiness: A reinforcement learning perspective on habituation and comparisons. Plos Computational Biology. 18: e1010316. PMID 35925875 DOI: 10.1371/journal.pcbi.1010316 |
0.628 |
|
| 2022 |
Jain YR, Callaway F, Griffiths TL, Dayan P, He R, Krueger PM, Lieder F. A computational process-tracing method for measuring people's planning strategies and how they change over time. Behavior Research Methods. PMID 35819717 DOI: 10.3758/s13428-022-01789-5 |
0.805 |
|
| 2022 |
Zhang Q, Griffiths TL, Norman KA. Optimal policies for free recall. Psychological Review. PMID 35771549 DOI: 10.1037/rev0000375 |
0.594 |
|
| 2022 |
Callaway F, van Opheusden B, Gul S, Das P, Krueger PM, Griffiths TL, Lieder F. Publisher Correction: Rational use of cognitive resources in human planning. Nature Human Behaviour. PMID 35710622 DOI: 10.1038/s41562-022-01411-w |
0.757 |
|
| 2022 |
Dubey R, Griffiths TL, Lombrozo T. If it's important, then I'm curious: Increasing perceived usefulness stimulates curiosity. Cognition. 226: 105193. PMID 35696871 DOI: 10.1016/j.cognition.2022.105193 |
0.689 |
|
| 2022 |
Ho MK, Abel D, Correa CG, Littman ML, Cohen JD, Griffiths TL. People construct simplified mental representations to plan. Nature. PMID 35589843 DOI: 10.1038/s41586-022-04743-9 |
0.799 |
|
| 2022 |
Callaway F, van Opheusden B, Gul S, Das P, Krueger PM, Lieder F, Griffiths TL. Rational use of cognitive resources in human planning. Nature Human Behaviour. PMID 35484209 DOI: 10.1038/s41562-022-01332-8 |
0.775 |
|
| 2022 |
Hawkins RD, Franke M, Frank MC, Goldberg AE, Smith K, Griffiths TL, Goodman ND. From partners to populations: A hierarchical Bayesian account of coordination and convention. Psychological Review. PMID 35420850 DOI: 10.1037/rev0000348 |
0.77 |
|
| 2022 |
Callaway F, Jain YR, van Opheusden B, Das P, Iwama G, Gul S, Krueger PM, Becker F, Griffiths TL, Lieder F. Leveraging artificial intelligence to improve people's planning strategies. Proceedings of the National Academy of Sciences of the United States of America. 119: e2117432119. PMID 35294284 DOI: 10.1073/pnas.2117432119 |
0.758 |
|
| 2022 |
Hardy MD, Krafft PM, Thompson B, Griffiths TL. Overcoming Individual Limitations Through Distributed Computation: Rational Information Accumulation in Multigenerational Populations. Topics in Cognitive Science. PMID 35032363 DOI: 10.1111/tops.12596 |
0.722 |
|
| 2021 |
Milli S, Lieder F, Griffiths TL. A rational reinterpretation of dual-process theories. Cognition. 217: 104881. PMID 34536658 DOI: 10.1016/j.cognition.2021.104881 |
0.643 |
|
| 2021 |
Gates V, Callaway F, Ho MK, Griffiths TL. A rational model of people's inferences about others' preferences based on response times. Cognition. 217: 104885. PMID 34454336 DOI: 10.1016/j.cognition.2021.104885 |
0.77 |
|
| 2021 |
Krafft PM, Shmueli E, Griffiths TL, Tenenbaum JB, Pentland AS. Bayesian collective learning emerges from heuristic social learning. Cognition. 212: 104469. PMID 33770743 DOI: 10.1016/j.cognition.2020.104469 |
0.528 |
|
| 2021 |
Thompson B, Griffiths TL. Human biases limit cumulative innovation. Proceedings. Biological Sciences. 288: 20202752. PMID 33715436 DOI: 10.1098/rspb.2020.2752 |
0.727 |
|
| 2021 |
Jansen RA, Rafferty AN, Griffiths TL. A rational model of the Dunning-Kruger effect supports insensitivity to evidence in low performers. Nature Human Behaviour. PMID 33633375 DOI: 10.1038/s41562-021-01057-0 |
0.748 |
|
| 2020 |
Bourgin DD, Abbott JT, Griffiths TL. Recommendation as generalization: Using big data to evaluate cognitive models. Journal of Experimental Psychology. General. PMID 33271043 DOI: 10.1037/xge0000995 |
0.51 |
|
| 2020 |
Rafferty AN, Jansen RA, Griffiths TL. Assessing Mathematics Misunderstandings via Bayesian Inverse Planning. Cognitive Science. 44: e12900. PMID 33063866 DOI: 10.1111/cogs.12900 |
0.752 |
|
| 2020 |
Peterson JC, Chen D, Griffiths TL. Parallelograms revisited: Exploring the limitations of vector space models for simple analogies. Cognition. 205: 104440. PMID 32882470 DOI: 10.1016/J.Cognition.2020.104440 |
0.383 |
|
| 2020 |
Morgan TJH, Suchow JW, Griffiths TL. Experimental evolutionary simulations of learning, memory and life history. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 375: 20190504. PMID 32475322 DOI: 10.1098/rstb.2019.0504 |
0.394 |
|
| 2020 |
Gates V, Griffiths TL, Dragan AD. How to Be Helpful to Multiple People at Once. Cognitive Science. 44: e12841. PMID 32441390 DOI: 10.1111/cogs.12841 |
0.317 |
|
| 2020 |
Agrawal M, Peterson JC, Griffiths TL. Scaling up psychology via Scientific Regret Minimization. Proceedings of the National Academy of Sciences of the United States of America. PMID 32241896 DOI: 10.1073/pnas.1915841117 |
0.381 |
|
| 2020 |
Lieder F, Griffiths TL. Advancing rational analysis to the algorithmic level. The Behavioral and Brain Sciences. 43: e27. PMID 32159501 DOI: 10.1017/S0140525X19002012 |
0.685 |
|
| 2020 |
Morgan TJH, Suchow JW, Griffiths TL. What the Baldwin Effect affects depends on the nature of plasticity. Cognition. 197: 104165. PMID 31958668 DOI: 10.1016/j.cognition.2019.104165 |
0.32 |
|
| 2020 |
Ho M, Abel D, Cohen J, Littman M, Griffiths T. People Do Not Just Plan,They Plan to Plan Proceedings of the Aaai Conference On Artificial Intelligence. 34: 1300-1307. DOI: 10.1609/aaai.v34i02.5485 |
0.766 |
|
| 2020 |
Alon N, Cohen JD, Griffiths TL, Manurangsi P, Reichman D, Shinkar I, Wagner T, Yu A. Multitasking Capacity: Hardness Results and Improved Constructions Siam Journal On Discrete Mathematics. 34: 885-903. DOI: 10.1137/18m1224672 |
0.374 |
|
| 2019 |
Dubey R, Griffiths TL. Reconciling novelty and complexity through a rational analysis of curiosity. Psychological Review. PMID 31868394 DOI: 10.1037/Rev0000175 |
0.567 |
|
| 2019 |
Austerweil JL, Sanborn S, Griffiths TL. Learning How to Generalize. Cognitive Science. 43: e12777. PMID 31446666 DOI: 10.1111/cogs.12777 |
0.747 |
|
| 2019 |
Lieder F, Chen OX, Krueger PM, Griffiths TL. Cognitive prostheses for goal achievement. Nature Human Behaviour. PMID 31427788 DOI: 10.1038/S41562-019-0672-9 |
0.783 |
|
| 2019 |
Hsu AS, Martin JB, Sanborn AN, Griffiths TL. Identifying category representations for complex stimuli using discrete Markov chain Monte Carlo with people. Behavior Research Methods. PMID 30761464 DOI: 10.3758/S13428-019-01201-9 |
0.731 |
|
| 2019 |
Lieder F, Griffiths TL. Resource-rational analysis: understanding human cognition as the optimal use of limited computational resources. The Behavioral and Brain Sciences. 1-85. PMID 30714890 DOI: 10.1017/S0140525X1900061X |
0.699 |
|
| 2019 |
Jupyter P, Blank D, Bourgin D, Brown A, Bussonnier M, Frederic J, Granger B, Griffiths T, Hamrick J, Kelley K, Pacer M, Page L, Pérez F, Ragan-Kelley B, Suchow J, et al. nbgrader: A Tool for Creating and Grading Assignments in the Jupyter Notebook Journal of Open Source Education. 2: 32. DOI: 10.21105/JOSE.00032 |
0.743 |
|
| 2019 |
Peterson JC, Soulos P, Nematzadeh A, Griffiths TL. Learning to generalize like humans using basic-level object labels Journal of Vision. 19: 60a. DOI: 10.1167/19.10.60a |
0.354 |
|
| 2019 |
Suchow JW, Griffiths TL. Learning to calibrate age estimates Journal of Vision. 19. DOI: 10.1167/19.10.188B |
0.305 |
|
| 2019 |
Ho MK, Abel D, Griffiths TL, Littman ML. The value of abstraction Current Opinion in Behavioral Sciences. 29: 111-116. DOI: 10.1016/J.Cobeha.2019.05.001 |
0.739 |
|
| 2019 |
Griffiths TL, Callaway F, Chang MB, Grant E, Krueger PM, Lieder F. Doing more with less: meta-reasoning and meta-learning in humans and machines Current Opinion in Behavioral Sciences. 29: 24-30. DOI: 10.1016/J.Cobeha.2019.01.005 |
0.798 |
|
| 2018 |
Peterson JC, Abbott JT, Griffiths TL. Evaluating (and Improving) the Correspondence Between Deep Neural Networks and Human Representations. Cognitive Science. PMID 30178468 DOI: 10.1111/cogs.12670 |
0.573 |
|
| 2018 |
Lieder F, Shenhav A, Musslick S, Griffiths TL. Rational metareasoning and the plasticity of cognitive control. Plos Computational Biology. 14: e1006043. PMID 29694347 DOI: 10.1371/Journal.Pcbi.1006043 |
0.718 |
|
| 2018 |
Griffiths TL, Daniels D, Austerweil JL, Tenenbaum JB. Subjective randomness as statistical inference. Cognitive Psychology. 103: 85-109. PMID 29524679 DOI: 10.1016/j.cogpsych.2018.02.003 |
0.757 |
|
| 2018 |
Suchow J, Peterson J, Griffiths T. A learned generative model of faces for experiments on human identity Journal of Vision. 18: 352. DOI: 10.1167/18.10.352 |
0.388 |
|
| 2017 |
Lieder F, Griffiths TL. Strategy selection as rational metareasoning. Psychological Review. 124: 762-794. PMID 29106268 DOI: 10.1037/rev0000075 |
0.714 |
|
| 2017 |
Lieder F, Griffiths TL, Hsu M. Overrepresentation of Extreme Events in Decision Making Reflects Rational Use of Cognitive Resources. Psychological Review. PMID 29035078 DOI: 10.1037/Rev0000074 |
0.686 |
|
| 2017 |
Gopnik A, O'Grady S, Lucas CG, Griffiths TL, Wente A, Bridgers S, Aboody R, Fung H, Dahl RE. Changes in cognitive flexibility and hypothesis search across human life history from childhood to adolescence to adulthood. Proceedings of the National Academy of Sciences of the United States of America. PMID 28739917 DOI: 10.1073/Pnas.1700811114 |
0.665 |
|
| 2017 |
Whalen A, Griffiths TL, Buchsbaum D. Sensitivity to Shared Information in Social Learning. Cognitive Science. PMID 28608488 DOI: 10.1111/cogs.12485 |
0.361 |
|
| 2017 |
Suchow JW, Bourgin DD, Griffiths TL. Evolution in Mind: Evolutionary Dynamics, Cognitive Processes, and Bayesian Inference. Trends in Cognitive Sciences. PMID 28551106 DOI: 10.1016/j.tics.2017.04.005 |
0.362 |
|
| 2017 |
Lieder F, Griffiths TL, M Huys QJ, Goodman ND. The anchoring bias reflects rational use of cognitive resources. Psychonomic Bulletin & Review. PMID 28484952 DOI: 10.3758/S13423-017-1286-8 |
0.773 |
|
| 2017 |
Lieder F, Griffiths TL, M Huys QJ, Goodman ND. Empirical evidence for resource-rational anchoring and adjustment. Psychonomic Bulletin & Review. PMID 28484951 DOI: 10.3758/S13423-017-1288-6 |
0.761 |
|
| 2017 |
Paxton A, Griffiths TL. Finding the traces of behavioral and cognitive processes in big data and naturally occurring datasets. Behavior Research Methods. PMID 28425058 DOI: 10.3758/s13428-017-0874-x |
0.334 |
|
| 2017 |
Shenhav A, Musslick S, Lieder F, Kool W, Griffiths TL, Cohen JD, Botvinick MM. Toward a Rational and Mechanistic Account of Mental Effort. Annual Review of Neuroscience. PMID 28375769 DOI: 10.1146/Annurev-Neuro-072116-031526 |
0.703 |
|
| 2017 |
Bramley NR, Dayan P, Griffiths TL, Lagnado DA. Formalizing Neurath's Ship: Approximate Algorithms for Online Causal Learning. Psychological Review. PMID 28240922 DOI: 10.1037/rev0000061 |
0.529 |
|
| 2017 |
Whalen A, Griffiths TL. Adding population structure to models of language evolution by iterated learning Journal of Mathematical Psychology. 76: 1-6. DOI: 10.1016/J.JMP.2016.10.008 |
0.365 |
|
| 2016 |
Austerweil JL, Griffiths TL, Palmer SE. Learning to Be (In)variant: Combining Prior Knowledge and Experience to Infer Orientation Invariance in Object Recognition. Cognitive Science. PMID 28000944 DOI: 10.1111/cogs.12466 |
0.736 |
|
| 2016 |
Ruggeri A, Lombrozo T, Griffiths TL, Xu F. Sources of developmental change in the efficiency of information search. Developmental Psychology. 52: 2159-2173. PMID 27893251 DOI: 10.1037/Dev0000240 |
0.623 |
|
| 2016 |
Abbott JT, Griffiths TL, Regier T. Focal colors across languages are representative members of color categories. Proceedings of the National Academy of Sciences of the United States of America. PMID 27647896 DOI: 10.1073/Pnas.1513298113 |
0.521 |
|
| 2016 |
Hamrick JB, Battaglia PW, Griffiths TL, Tenenbaum JB. Inferring mass in complex scenes by mental simulation. Cognition. 157: 61-76. PMID 27592412 DOI: 10.1016/J.Cognition.2016.08.012 |
0.798 |
|
| 2016 |
Griffiths TL, Abbott JT, Hsu AS. Exploring Human Cognition Using Large Image Databases. Topics in Cognitive Science. 8: 569-88. PMID 27489200 DOI: 10.1111/tops.12209 |
0.56 |
|
| 2016 |
Cibelli E, Xu Y, Austerweil JL, Griffiths TL, Regier T. The Sapir-Whorf Hypothesis and Probabilistic Inference: Evidence from the Domain of Color. Plos One. 11: e0158725. PMID 27434643 DOI: 10.1371/Journal.Pone.0158725 |
0.731 |
|
| 2016 |
Hsu A, Griffiths TL. Sampling Assumptions Affect Use of Indirect Negative Evidence in Language Learning. Plos One. 11: e0156597. PMID 27310576 DOI: 10.1371/journal.pone.0156597 |
0.392 |
|
| 2016 |
Eaves BS, Feldman NH, Griffiths TL, Shafto P. Infant-Directed Speech Is Consistent With Teaching. Psychological Review. PMID 27088361 DOI: 10.1037/Rev0000031 |
0.678 |
|
| 2016 |
Hsu AS, Horng A, Griffiths TL, Chater N. When Absence of Evidence Is Evidence of Absence: Rational Inferences From Absent Data. Cognitive Science. PMID 26946380 DOI: 10.1111/cogs.12356 |
0.348 |
|
| 2015 |
Bridgers S, Buchsbaum D, Seiver E, Griffiths TL, Gopnik A. Children's Causal Inferences From Conflicting Testimony and Observations. Developmental Psychology. PMID 26569562 DOI: 10.1037/A0039830 |
0.554 |
|
| 2015 |
Rafferty AN, Brunskill E, Griffiths TL, Shafto P. Faster Teaching via POMDP Planning. Cognitive Science. PMID 26400190 DOI: 10.1111/Cogs.12290 |
0.803 |
|
| 2015 |
Griffiths TL, Lieder F, Goodman ND. Rational use of cognitive resources: levels of analysis between the computational and the algorithmic. Topics in Cognitive Science. 7: 217-29. PMID 25898807 DOI: 10.1111/Tops.12142 |
0.753 |
|
| 2015 |
Goodman ND, Frank MC, Griffiths TL, Tenenbaum JB, Battaglia PW, Hamrick JB. Relevant and robust: a response to Marcus and Davis (2013). Psychological Science. 26: 539-41. PMID 25749699 DOI: 10.1177/0956797614559544 |
0.789 |
|
| 2015 |
Lucas CG, Griffiths TL, Williams JJ, Kalish ML. A rational model of function learning. Psychonomic Bulletin & Review. PMID 25732094 DOI: 10.3758/S13423-015-0808-5 |
0.683 |
|
| 2015 |
Abbott JT, Austerweil JL, Griffiths TL. Random walks on semantic networks can resemble optimal foraging. Psychological Review. 122: 558-69. PMID 25642588 DOI: 10.1037/a0038693 |
0.752 |
|
| 2015 |
Buchsbaum D, Griffiths TL, Plunkett D, Gopnik A, Baldwin D. Inferring action structure and causal relationships in continuous sequences of human action. Cognitive Psychology. 76: 30-77. PMID 25527974 DOI: 10.1016/J.Cogpsych.2014.10.001 |
0.615 |
|
| 2015 |
Yeung S, Griffiths TL. Identifying expectations about the strength of causal relationships. Cognitive Psychology. 76: 1-29. PMID 25522277 DOI: 10.1016/j.cogpsych.2014.11.001 |
0.379 |
|
| 2015 |
Griffiths TL. Manifesto for a new (computational) cognitive revolution. Cognition. 135: 21-3. PMID 25497482 DOI: 10.1016/j.cognition.2014.11.026 |
0.351 |
|
| 2015 |
Griffiths TL. Revealing ontological commitments by magic. Cognition. 136: 43-8. PMID 25490128 DOI: 10.1016/j.cognition.2014.10.019 |
0.316 |
|
| 2015 |
Rafferty AN, LaMar MM, Griffiths TL. Inferring learners' knowledge from their actions. Cognitive Science. 39: 584-618. PMID 25155381 DOI: 10.1111/Cogs.12157 |
0.792 |
|
| 2015 |
Hamrick JB, Smith KA, Griffiths TL, Vul E. Think again? The amount of mental simulation tracks uncertainty in the outcome Cognitive Science. DOI: 10.6084/M9.Figshare.1554893.V1 |
0.789 |
|
| 2015 |
Gopnik A, Griffiths TL, Lucas CG. When Younger Learners Can Be Better (or at Least More Open-Minded) Than Older Ones Current Directions in Psychological Science. 24: 87-92. DOI: 10.1177/0963721414556653 |
0.667 |
|
| 2015 |
Hu J, Lucas CG, Griffiths TL, Xu F. Preschoolers' understanding of graded preferences Cognitive Development. 36: 93-102. DOI: 10.1016/J.Cogdev.2015.09.012 |
0.516 |
|
| 2015 |
Rafferty AN, Griffiths TL. Interpreting freeform equation solving Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9112: 387-397. DOI: 10.1007/978-3-319-19773-9_39 |
0.7 |
|
| 2015 |
Sanborn AN, Griffiths TL. Exploring the structure of mental representations by implementing computer algorithms with people Cognitive Modeling in Perception and Memory: a Festschrift For Richard M. Shiffrin. 212-228. |
0.632 |
|
| 2014 |
Bonawitz E, Denison S, Gopnik A, Griffiths TL. Win-Stay, Lose-Sample: a simple sequential algorithm for approximating Bayesian inference. Cognitive Psychology. 74: 35-65. PMID 25086501 DOI: 10.1016/J.Cogpsych.2014.06.003 |
0.628 |
|
| 2014 |
Kirby S, Griffiths T, Smith K. Iterated learning and the evolution of language. Current Opinion in Neurobiology. 28: 108-14. PMID 25062470 DOI: 10.1016/J.Conb.2014.07.014 |
0.776 |
|
| 2014 |
Rafferty AN, Zaharia M, Griffiths TL. Optimally designing games for behavioural research. Proceedings. Mathematical, Physical, and Engineering Sciences / the Royal Society. 470: 20130828. PMID 25002821 DOI: 10.1098/Rspa.2013.0828 |
0.785 |
|
| 2014 |
Bonawitz E, Denison S, Griffiths TL, Gopnik A. Probabilistic models, learning algorithms, and response variability: sampling in cognitive development. Trends in Cognitive Sciences. 18: 497-500. PMID 25001609 DOI: 10.1016/J.Tics.2014.06.006 |
0.595 |
|
| 2014 |
Lucas CG, Griffiths TL, Xu F, Fawcett C, Gopnik A, Kushnir T, Markson L, Hu J. The child as econometrician: a rational model of preference understanding in children. Plos One. 9: e92160. PMID 24667309 DOI: 10.1371/Journal.Pone.0092160 |
0.694 |
|
| 2014 |
Rafferty AN, Griffiths TL, Klein D. Analyzing the rate at which languages lose the influence of a common ancestor. Cognitive Science. 38: 1406-31. PMID 24646114 DOI: 10.1111/Cogs.12112 |
0.769 |
|
| 2014 |
Shafto P, Goodman ND, Griffiths TL. A rational account of pedagogical reasoning: teaching by, and learning from, examples. Cognitive Psychology. 71: 55-89. PMID 24607849 DOI: 10.1016/J.Cogpsych.2013.12.004 |
0.785 |
|
| 2014 |
Lucas CG, Bridgers S, Griffiths TL, Gopnik A. When children are better (or at least more open-minded) learners than adults: developmental differences in learning the forms of causal relationships. Cognition. 131: 284-99. PMID 24566007 DOI: 10.1016/J.Cognition.2013.12.010 |
0.671 |
|
| 2014 |
Vul E, Goodman N, Griffiths TL, Tenenbaum JB. One and done? Optimal decisions from very few samples. Cognitive Science. 38: 599-637. PMID 24467492 DOI: 10.1111/Cogs.12101 |
0.706 |
|
| 2014 |
Canini KR, Griffiths TL, Vanpaemel W, Kalish ML. Revealing human inductive biases for category learning by simulating cultural transmission. Psychonomic Bulletin & Review. 21: 785-93. PMID 24395094 DOI: 10.3758/S13423-013-0556-3 |
0.806 |
|
| 2014 |
Lieder F, Plunkett D, Hamrick JB, Russell SJ, Hay NJ, Griffiths TL. Algorithm selection by rational metareasoning as a model of human strategy selection Advances in Neural Information Processing Systems. 4: 2870-2878. |
0.771 |
|
| 2013 |
Austerweil JL, Griffiths TL. A nonparametric Bayesian framework for constructing flexible feature representations. Psychological Review. 120: 817-51. PMID 24219850 DOI: 10.1037/a0034194 |
0.743 |
|
| 2013 |
Feldman NH, Griffiths TL, Goldwater S, Morgan JL. A role for the developing lexicon in phonetic category acquisition. Psychological Review. 120: 751-78. PMID 24219848 DOI: 10.1037/A0034245 |
0.388 |
|
| 2013 |
Rafferty AN, Griffiths TL, Ettlinger M. Greater learnability is not sufficient to produce cultural universals. Cognition. 129: 70-87. PMID 23831566 DOI: 10.1016/J.Cognition.2013.05.003 |
0.767 |
|
| 2013 |
Griffiths TL, Lewandowsky S, Kalish ML. The effects of cultural transmission are modulated by the amount of information transmitted. Cognitive Science. 37: 953-67. PMID 23711390 DOI: 10.1111/Cogs.12045 |
0.348 |
|
| 2013 |
Williams JJ, Griffiths TL. Why are people bad at detecting randomness? A statistical argument. Journal of Experimental Psychology. Learning, Memory, and Cognition. 39: 1473-90. PMID 23607677 DOI: 10.1037/a0032397 |
0.549 |
|
| 2013 |
Feldman NH, Myers EB, White KS, Griffiths TL, Morgan JL. Word-level information influences phonetic learning in adults and infants. Cognition. 127: 427-38. PMID 23562941 DOI: 10.1016/J.Cognition.2013.02.007 |
0.353 |
|
| 2013 |
Xu J, Dowman M, Griffiths TL. Cultural transmission results in convergence towards colour term universals. Proceedings. Biological Sciences / the Royal Society. 280: 20123073. PMID 23486436 DOI: 10.1098/Rspb.2012.3073 |
0.344 |
|
| 2013 |
Sanborn AN, Mansinghka VK, Griffiths TL. Reconciling intuitive physics and Newtonian mechanics for colliding objects. Psychological Review. 120: 411-37. PMID 23458084 DOI: 10.1037/a0031912 |
0.7 |
|
| 2013 |
Denison S, Bonawitz E, Gopnik A, Griffiths TL. Rational variability in children's causal inferences: the Sampling Hypothesis. Cognition. 126: 285-300. PMID 23200511 DOI: 10.1016/J.Cognition.2012.10.010 |
0.565 |
|
| 2013 |
Schlerf JE, Xu J, Klemfuss NM, Griffiths TL, Ivry RB. Individuals with cerebellar degeneration show similar adaptation deficits with large and small visuomotor errors. Journal of Neurophysiology. 109: 1164-73. PMID 23197450 DOI: 10.1152/Jn.00654.2011 |
0.316 |
|
| 2013 |
Abbott JT, Hamrick JB, Griffiths TL. Approximating Bayesian inference with a sparse distributed memory system Cognitive Science. 35. DOI: 10.6084/M9.Figshare.768509.V1 |
0.812 |
|
| 2013 |
Hamrick JB, Battaglia PW, Griffiths TL, Tenenbaum JB. Inferring mass in complex physical scenes via probabilistic simulation Cognitive Science. DOI: 10.6084/M9.Figshare.768445.V1 |
0.755 |
|
| 2013 |
Pacer M, Williams J, Chen X, Lombrozo T, Griffiths TL. Evaluating computational models of explanation using human judgments Uncertainty in Artificial Intelligence - Proceedings of the 29th Conference, Uai 2013. 498-507. |
0.78 |
|
| 2013 |
Jia Y, Abbott J, Austerweil J, Griffiths T, Darrell T. Visual concept learning: Combining machine vision and Bayesian generalization on concept hierarchies Advances in Neural Information Processing Systems. |
0.697 |
|
| 2012 |
Bonawitz E, Gopnik A, Denison S, Griffiths TL. Rational randomness: the role of sampling in an algorithmic account of preschooler's causal learning. Advances in Child Development and Behavior. 43: 161-91. PMID 23205411 DOI: 10.1016/B978-0-12-397919-3.00006-X |
0.629 |
|
| 2012 |
Griffiths TL, Chater N, Norris D, Pouget A. How the Bayesians got their beliefs (and what those beliefs actually are): comment on Bowers and Davis (2012). Psychological Bulletin. 138: 415-22. PMID 22545687 DOI: 10.1037/A0026884 |
0.392 |
|
| 2012 |
Martin JB, Griffiths TL, Sanborn AN. Testing the efficiency of Markov chain Monte Carlo with People using facial affect categories. Cognitive Science. 36: 150-62. PMID 21972923 DOI: 10.1111/J.1551-6709.2011.01204.X |
0.758 |
|
| 2012 |
Griffiths TL, Vul E, Sanborn AN. Bridging Levels of Analysis for Probabilistic Models of Cognition Current Directions in Psychological Science. 21: 263-268. DOI: 10.1177/0963721412447619 |
0.699 |
|
| 2012 |
Griffiths TL, Tenenbaum JB, Kemp C. Bayesian Inference The Oxford Handbook of Thinking and Reasoning. DOI: 10.1093/oxfordhb/9780199734689.013.0003 |
0.594 |
|
| 2012 |
Goodman ND, Tenenbaum JB, Griffiths TL, Feldman J. Compositionality in rational analysis: Grammar-based induction for concept learning The Probabilistic Mind: Prospects For Bayesian Cognitive Science. DOI: 10.1093/acprof:oso/9780199216093.003.0017 |
0.687 |
|
| 2012 |
Griffiths TL, Sanborn AN, Canini KR, Navarro DJ. Categorization as nonparametric Bayesian density estimation The Probabilistic Mind: Prospects For Bayesian Cognitive Science. DOI: 10.1093/acprof:oso/9780199216093.003.0014 |
0.75 |
|
| 2012 |
Griffiths TL, Austerweil JL. Bayesian generalization with circular consequential regions Journal of Mathematical Psychology. 56: 281-285. DOI: 10.1016/j.jmp.2012.07.002 |
0.701 |
|
| 2012 |
Lieder F, Griffiths TL, Goodman ND. Burn-in, bias, and the rationality of anchoring Advances in Neural Information Processing Systems. 4: 2690-2698. |
0.706 |
|
| 2012 |
Abbott JT, Austerweil JL, Griffiths TL. Human memory search as a random walk in a semantic network Advances in Neural Information Processing Systems. 4: 3041-3049. |
0.661 |
|
| 2011 |
Griffiths TL, Sobel DM, Tenenbaum JB, Gopnik A. Bayes and blickets: effects of knowledge on causal induction in children and adults. Cognitive Science. 35: 1407-55. PMID 21972897 DOI: 10.1111/J.1551-6709.2011.01203.X |
0.695 |
|
| 2011 |
Austerweil JL, Griffiths TL. A rational model of the effects of distributional information on feature learning. Cognitive Psychology. 63: 173-209. PMID 21937008 DOI: 10.1016/j.cogpsych.2011.08.002 |
0.737 |
|
| 2011 |
Griffiths TL, Tenenbaum JB. Predicting the future as Bayesian inference: people combine prior knowledge with observations when estimating duration and extent. Journal of Experimental Psychology. General. 140: 725-43. PMID 21875247 DOI: 10.1037/a0024899 |
0.522 |
|
| 2011 |
Xu F, Griffiths TL. Probabilistic models of cognitive development: towards a rational constructivist approach to the study of learning and development. Cognition. 120: 299-301. PMID 21723437 DOI: 10.1016/j.cognition.2011.06.008 |
0.392 |
|
| 2011 |
Tenenbaum JB, Kemp C, Griffiths TL, Goodman ND. How to grow a mind: statistics, structure, and abstraction. Science (New York, N.Y.). 331: 1279-85. PMID 21393536 DOI: 10.1126/Science.1192788 |
0.775 |
|
| 2011 |
Griffiths TL. Rethinking language: how probabilities shape the words we use. Proceedings of the National Academy of Sciences of the United States of America. 108: 3825-6. PMID 21368209 DOI: 10.1073/pnas.1100760108 |
0.35 |
|
| 2011 |
Buchsbaum D, Gopnik A, Griffiths TL, Shafto P. Children's imitation of causal action sequences is influenced by statistical and pedagogical evidence. Cognition. 120: 331-40. PMID 21338983 DOI: 10.1016/J.Cognition.2010.12.001 |
0.727 |
|
| 2011 |
Perfors A, Tenenbaum JB, Griffiths TL, Xu F. A tutorial introduction to Bayesian models of cognitive development. Cognition. 120: 302-21. PMID 21269608 DOI: 10.1016/j.cognition.2010.11.015 |
0.585 |
|
| 2011 |
Austerweil JL, Griffiths TL. Seeking confirmation is rational for deterministic hypotheses Cognitive Science. 35: 499-526. DOI: 10.1111/j.1551-6709.2010.01161.x |
0.72 |
|
| 2011 |
Chater N, Goodman N, Griffiths TL, Kemp C, Oaksford M, Tenenbaum JB. The imaginary fundamentalists: The unshocking truth about Bayesian cognitive science Behavioral and Brain Sciences. 34: 194-196. DOI: 10.1017/S0140525X11000239 |
0.74 |
|
| 2011 |
Rafferty AN, Brunskill E, Griffiths TL, Shafto P. Faster teaching by POMDP planning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6738: 280-287. DOI: 10.1007/978-3-642-21869-9_37 |
0.76 |
|
| 2011 |
Austerweil JL, Friesen AL, Griffiths TL. An ideal observer model for identifying the reference frame of objects Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011. |
0.676 |
|
| 2011 |
Abbott JT, Heller KA, Ghahramani Z, Griffiths TL. Testing a Bayesian measure of representativeness using a large image database Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011. |
0.427 |
|
| 2011 |
Pacer MD, Griffiths TL. A rational model of causal induction with continuous causes Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011. |
0.777 |
|
| 2011 |
Canini KR, Griffiths TL. A nonparametric Bayesian model of multi-level category learning Proceedings of the National Conference On Artificial Intelligence. 1: 307-312. |
0.802 |
|
| 2011 |
Griffiths TL, Ghahramani Z. The Indian buffet process: An introduction and review Journal of Machine Learning Research. 12: 1185-1224. |
0.422 |
|
| 2010 |
Lucas CG, Griffiths TL. Learning the form of causal relationships using hierarchical bayesian models. Cognitive Science. 34: 113-47. PMID 21564208 DOI: 10.1111/J.1551-6709.2009.01058.X |
0.57 |
|
| 2010 |
Sanborn AN, Griffiths TL, Navarro DJ. Rational approximations to rational models: alternative algorithms for category learning. Psychological Review. 117: 1144-67. PMID 21038975 DOI: 10.1037/A0020511 |
0.714 |
|
| 2010 |
Frank MC, Goldwater S, Griffiths TL, Tenenbaum JB. Modeling human performance in statistical word segmentation. Cognition. 117: 107-25. PMID 20832060 DOI: 10.1016/J.Cognition.2010.07.005 |
0.67 |
|
| 2010 |
Shi L, Griffiths TL, Feldman NH, Sanborn AN. Exemplar models as a mechanism for performing Bayesian inference. Psychonomic Bulletin & Review. 17: 443-64. PMID 20702863 DOI: 10.3758/PBR.17.4.443 |
0.754 |
|
| 2010 |
Griffiths TL, Chater N, Kemp C, Perfors A, Tenenbaum JB. Probabilistic models of cognition: exploring representations and inductive biases. Trends in Cognitive Sciences. 14: 357-64. PMID 20576465 DOI: 10.1016/J.Tics.2010.05.004 |
0.644 |
|
| 2010 |
Kemp C, Tenenbaum JB, Niyogi S, Griffiths TL. A probabilistic model of theory formation. Cognition. 114: 165-96. PMID 19892328 DOI: 10.1016/J.Cognition.2009.09.003 |
0.672 |
|
| 2010 |
Reali F, Griffiths TL. Words as alleles: connecting language evolution with Bayesian learners to models of genetic drift. Proceedings. Biological Sciences / the Royal Society. 277: 429-36. PMID 19812077 DOI: 10.1098/rspb.2009.1513 |
0.334 |
|
| 2010 |
Sanborn AN, Griffiths TL, Shiffrin RM. Uncovering mental representations with Markov chain Monte Carlo. Cognitive Psychology. 60: 63-106. PMID 19703686 DOI: 10.1016/j.cogpsych.2009.07.001 |
0.766 |
|
| 2010 |
Austerweil JL, Griffiths TL. Understanding how people learn the features of objects as Bayesian inference Journal of Vision. 10: 1107-1107. DOI: 10.1167/10.7.1107 |
0.733 |
|
| 2010 |
Blei DM, Griffiths TL, Jordan MI. The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies Journal of the Acm. 57. DOI: 10.1145/1667053.1667056 |
0.323 |
|
| 2010 |
Rosen-Zvi M, Chemudugunta C, Griffiths T, Smyth P, Steyvers M. Learning author-topic models from text corpora Acm Transactions On Information Systems. 28. DOI: 10.1145/1658377.1658381 |
0.351 |
|
| 2010 |
Griffiths TL, Tenenbaum JB. Two Proposals for Causal Grammars Causal Learning: Psychology, Philosophy, and Computation. DOI: 10.1093/acprof:oso/9780195176803.003.0021 |
0.404 |
|
| 2010 |
Tenenbaum JB, Griffiths TL, Niyogi S. Intuitive Theories as Grammars for Causal Inference Causal Learning: Psychology, Philosophy, and Computation. DOI: 10.1093/acprof:oso/9780195176803.003.0020 |
0.414 |
|
| 2010 |
Austerweil JL, Griffiths TL. Learning invariant features using the Transformed Indian Buffet Process Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010. |
0.691 |
|
| 2010 |
Canini KR, Shashkov MM, Griffiths TL. Modeling transfer learning in human categorization with the hierarchical Dirichlet process Icml 2010 - Proceedings, 27th International Conference On Machine Learning. 151-158. |
0.801 |
|
| 2009 |
Lewandowsky S, Griffiths TL, Kalish ML. The Wisdom of Individuals: Exploring People's Knowledge About Everyday Events Using Iterated Learning. Cognitive Science. 33: 969-98. PMID 21585493 DOI: 10.1111/J.1551-6709.2009.01045.X |
0.426 |
|
| 2009 |
Feldman NH, Griffiths TL, Morgan JL. The influence of categories on perception: explaining the perceptual magnet effect as optimal statistical inference. Psychological Review. 116: 752-82. PMID 19839683 DOI: 10.1037/A0017196 |
0.334 |
|
| 2009 |
Griffiths TL, Tenenbaum JB. Theory-based causal induction. Psychological Review. 116: 661-716. PMID 19839681 DOI: 10.1037/a0017201 |
0.606 |
|
| 2009 |
Goldwater S, Griffiths TL, Johnson M. A Bayesian framework for word segmentation: exploring the effects of context. Cognition. 112: 21-54. PMID 19409539 DOI: 10.1016/J.Cognition.2009.03.008 |
0.327 |
|
| 2009 |
Reali F, Griffiths TL. The evolution of frequency distributions: relating regularization to inductive biases through iterated learning. Cognition. 111: 317-28. PMID 19327759 DOI: 10.1016/j.cognition.2009.02.012 |
0.39 |
|
| 2009 |
Griffiths TL. The strengths of - And some of the challenges for - Bayesian models of cognition Behavioral and Brain Sciences. 32: 89-90. DOI: 10.1017/S0140525X0900034X |
0.437 |
|
| 2009 |
Sanborn AN, Griffiths TL. Markov chain Monte Carlo with people Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. |
0.614 |
|
| 2009 |
Griffiths TL, Lucas CG, Williams JJ, Kalish ML. Modeling human function learning with Gaussian processes Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 553-560. |
0.64 |
|
| 2009 |
Austerweil JL, Griffiths TL. Analyzing human feature learning as nonparametric Bayesian inference Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 97-104. |
0.716 |
|
| 2009 |
Lucas CG, Griffiths TL, Xu F, Fawcett C. A rational model of preference learning and choice prediction by children Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 985-992. |
0.466 |
|
| 2009 |
Canini KR, Shi L, Griffiths TL. Online inference of topics with latent dirichlet allocation Journal of Machine Learning Research. 5: 65-72. |
0.78 |
|
| 2008 |
Goodman ND, Tenenbaum JB, Feldman J, Griffiths TL. A rational analysis of rule-based concept learning. Cognitive Science. 32: 108-54. PMID 21635333 DOI: 10.1080/03640210701802071 |
0.747 |
|
| 2008 |
Griffiths TL, Christian BR, Kalish ML. Using category structures to test iterated learning as a method for identifying inductive biases. Cognitive Science. 32: 68-107. PMID 21635332 DOI: 10.1080/03640210701801974 |
0.433 |
|
| 2008 |
Griffiths TL, Kalish ML, Lewandowsky S. Review. Theoretical and empirical evidence for the impact of inductive biases on cultural evolution. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 363: 3503-14. PMID 18801717 DOI: 10.1098/Rstb.2008.0146 |
0.378 |
|
| 2008 |
Smith K, Kalish ML, Griffiths TL, Lewandowsky S. Introduction. Cultural transmission and the evolution of human behaviour. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 363: 3469-76. PMID 18799420 DOI: 10.1098/Rstb.2008.0147 |
0.639 |
|
| 2008 |
Navarro DJ, Griffiths TL. Latent features in similarity judgments: a nonparametric bayesian approach. Neural Computation. 20: 2597-628. PMID 18533818 DOI: 10.1162/Neco.2008.04-07-504 |
0.344 |
|
| 2008 |
Dowman M, Savova V, Griffiths TL, Körding KP, Tenenbaum JB, Purver M. A probabilistic model of meetings that combines words and discourse features Ieee Transactions On Audio, Speech and Language Processing. 16: 1238-1248. DOI: 10.1109/TASL.2008.925867 |
0.663 |
|
| 2007 |
Griffiths TL, Kalish ML. Language evolution by iterated learning with bayesian agents. Cognitive Science. 31: 441-80. PMID 21635304 DOI: 10.1080/15326900701326576 |
0.385 |
|
| 2007 |
Griffiths TL, Steyvers M, Firl A. Google and the mind: predicting fluency with PageRank. Psychological Science. 18: 1069-76. PMID 18031414 DOI: 10.1111/j.1467-9280.2007.02027.x |
0.314 |
|
| 2007 |
Schulz LE, Bonawitz EB, Griffiths TL. Can being scared cause tummy aches? Naive theories, ambiguous evidence, and preschoolers' causal inferences. Developmental Psychology. 43: 1124-39. PMID 17723040 DOI: 10.1037/0012-1649.43.5.1124 |
0.327 |
|
| 2007 |
Kaush ML, Griffiths TL, Lewandowsky S. Iterated learning: intergenerational knowledge transmission reveals inductive biases. Psychonomic Bulletin & Review. 14: 288-94. PMID 17694915 DOI: 10.3758/Bf03194066 |
0.408 |
|
| 2007 |
Iwata T, Saito K, Ueda N, Stromsten S, Griffiths TL, Tenenbaum JB. Parametric embedding for class visualization. Neural Computation. 19: 2536-56. PMID 17650069 DOI: 10.1162/neco.2007.19.9.2536 |
0.447 |
|
| 2007 |
Griffiths TL, Steyvers M, Tenenbaum JB. Topics in semantic representation. Psychological Review. 114: 211-44. PMID 17500626 DOI: 10.1037/0033-295X.114.2.211 |
0.546 |
|
| 2007 |
Kirby S, Dowman M, Griffiths TL. Innateness and culture in the evolution of language. Proceedings of the National Academy of Sciences of the United States of America. 104: 5241-5. PMID 17360393 DOI: 10.1073/Pnas.0608222104 |
0.617 |
|
| 2007 |
Griffiths TL, Tenenbaum JB. From mere coincidences to meaningful discoveries. Cognition. 103: 180-226. PMID 16678145 DOI: 10.1016/j.cognition.2006.03.004 |
0.548 |
|
| 2006 |
Griffiths TL, Tenenbaum JB. Optimal predictions in everyday cognition. Psychological Science. 17: 767-73. PMID 16984293 DOI: 10.1111/j.1467-9280.2006.01780.x |
0.561 |
|
| 2006 |
Tenenbaum JB, Griffiths TL, Kemp C. Theory-based Bayesian models of inductive learning and reasoning. Trends in Cognitive Sciences. 10: 309-18. PMID 16797219 DOI: 10.1016/J.Tics.2006.05.009 |
0.678 |
|
| 2006 |
Steyvers M, Griffiths TL, Dennis S. Probabilistic inference in human semantic memory. Trends in Cognitive Sciences. 10: 327-34. PMID 16793324 DOI: 10.1016/j.tics.2006.05.005 |
0.316 |
|
| 2006 |
Griffiths T, Tenenbaum J. Statistics and the Bayesian mind Significance. 3: 130-133. DOI: 10.1111/j.1740-9713.2006.00185.x |
0.532 |
|
| 2006 |
Navarro DJ, Griffiths TL, Steyvers M, Lee MD. Modeling individual differences using Dirichlet processes Journal of Mathematical Psychology. 50: 101-122. DOI: 10.1016/J.Jmp.2005.11.006 |
0.391 |
|
| 2006 |
Wood F, Griffiths TL, Ghahramani Z. A non-parametric Bayesian method for inferring hidden causes Proceedings of the 22nd Conference On Uncertainty in Artificial Intelligence, Uai 2006. 536-543. |
0.458 |
|
| 2006 |
Mansinghka VK, Kemp C, Tenenbaum JB, Griffiths TL. Structured priors for structure learning Proceedings of the 22nd Conference On Uncertainty in Artificial Intelligence, Uai 2006. 324-331. |
0.589 |
|
| 2006 |
Purver M, Körding KP, Griffiths TL, Tenenbaum JB. Unsupervised topic modelling for multi-party spoken discourse Coling/Acl 2006 - 21st International Conference On Computational Linguistics and 44th Annual Meeting of the Association For Computational Linguistics, Proceedings of the Conference. 1: 17-24. |
0.462 |
|
| 2006 |
Kemp C, Tenenbaum JB, Griffiths TL, Yamada T, Ueda N. Learning systems of concepts with an infinite relational model Proceedings of the National Conference On Artificial Intelligence. 1: 381-388. |
0.612 |
|
| 2005 |
Griffiths TL, Tenenbaum JB. Structure and strength in causal induction. Cognitive Psychology. 51: 334-84. PMID 16168981 DOI: 10.1016/j.cogpsych.2005.05.004 |
0.578 |
|
| 2005 |
Griffiths TL, Ghahramani Z. Infinite latent feature models and the Indian buffet process Advances in Neural Information Processing Systems. 475-482. |
0.475 |
|
| 2005 |
Griffiths TL, Steyvers M, Blei DM, Tenenbaum JB. Integrating topics and syntax Advances in Neural Information Processing Systems. |
0.37 |
|
| 2004 |
Griffiths TL, Steyvers M. Finding scientific topics. Proceedings of the National Academy of Sciences of the United States of America. 101: 5228-35. PMID 14872004 DOI: 10.1073/pnas.0307752101 |
0.346 |
|
| 2004 |
Kemp C, Griffiths TL, Stromsten S, Tenenbaum JB. Semi-supervised learning with trees Advances in Neural Information Processing Systems. |
0.6 |
|
| 2004 |
Blei DM, Griffiths TL, Jordan MI, Tenenbaum JB. Hierarchical topic models and the nested Chinese restaurant process Advances in Neural Information Processing Systems. |
0.443 |
|
| 2004 |
Griffiths TL, Tenenbaum JB. From algorithmic to subjective randomness Advances in Neural Information Processing Systems. |
0.389 |
|
| 2003 |
Tenenbaum JB, Griffiths TL. Theory-based causal inference Advances in Neural Information Processing Systems. |
0.411 |
|
| 2002 |
Griffiths TL, Tenenbaum JB. Using vocabulary knowledge in Bayesian multinomial estimation Advances in Neural Information Processing Systems. |
0.423 |
|
| 2001 |
Tenenbaum JB, Griffiths TL. Generalization, similarity, and Bayesian inference. The Behavioral and Brain Sciences. 24: 629-40; discussion 6. PMID 12048947 DOI: 10.1017/S0140525X01000061 |
0.553 |
|
| 2001 |
Tenenbaum JB, Griffiths TL. Some specifics about generalization Behavioral and Brain Sciences. 24: 762-791. DOI: 10.1017/S0140525X01780089 |
0.563 |
|
| 2001 |
Tenenbaum JB, Griffiths TL. Structure learning in human causal induction Advances in Neural Information Processing Systems. |
0.501 |
|
| 2000 |
Lewandowsky S, Kalish M, Griffiths TL. Competing strategies in categorization: expediency and resistance to knowledge restructuring. Journal of Experimental Psychology. Learning, Memory, and Cognition. 26: 1666-84. PMID 11185789 DOI: 10.1037/0278-7393.26.6.1666 |
0.381 |
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