Ryan P. Adams, Ph.D. - Publications

Affiliations: 
School of Engineering and Applied Sciences Harvard University, Cambridge, MA, United States 
Area:
point process models
Website:
http://people.seas.harvard.edu/~rpa

61 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Griviau L, Chevallier O, Marcelin C, Nakai M, Pescatori L, Galland C, Midulla M, Falvo N, Loffroy R. Percutaneous ultrasound-guided balloon-assisted embolization of iatrogenic femoral artery pseudoaneurysms with Glubran2 cyanoacrylate glue: safety, efficacy and outcomes. Quantitative Imaging in Medicine and Surgery. 8: 796-803. PMID 30306060 DOI: 10.21037/qims.2018.09.12  0.32
2018 Gómez-Bombarelli R, Wei JN, Duvenaud D, Hernández-Lobato JM, Sánchez-Lengeling B, Sheberla D, Aguilera-Iparraguirre J, Hirzel TD, Adams RP, Aspuru-Guzik A. Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules. Acs Central Science. 4: 268-276. PMID 29532027 DOI: 10.1021/acscentsci.7b00572  0.6
2016 Gómez-Bombarelli R, Aguilera-Iparraguirre J, Hirzel TD, Duvenaud D, Maclaurin D, Blood-Forsythe MA, Chae HS, Einzinger M, Ha DG, Wu T, Markopoulos G, Jeon S, Kang H, Miyazaki H, Numata M, ... ... Adams RP, et al. Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach. Nature Materials. PMID 27500805 DOI: 10.1038/nmat4717  1
2015 Wiltschko AB, Johnson MJ, Iurilli G, Peterson RE, Katon JM, Pashkovski SL, Abraira VE, Adams RP, Datta SR. Mapping Sub-Second Structure in Mouse Behavior. Neuron. 88: 1121-35. PMID 26687221 DOI: 10.1016/j.neuron.2015.11.031  1
2015 Adams RP, Fox EB, Sudderth EB, Teh YW. Guest Editors' Introduction to the Special Issue on Bayesian Nonparametrics. Ieee Trans Pattern Anal Mach Intell. 37: 209-11. PMID 26598765  0.48
2015 Lehman LW, Adams RP, Mayaud L, Moody GB, Malhotra A, Mark RG, Nemati S. A physiological time series dynamics-based approach to patient monitoring and outcome prediction. Ieee Journal of Biomedical and Health Informatics. 19: 1068-76. PMID 25014976 DOI: 10.1109/JBHI.2014.2330827  1
2015 Adams RP, Fox EB, Sudderth EB, Teh YW. Guest editors' introduction to the special issue on bayesian nonparametrics Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 209-211. DOI: 10.1109/TPAMI.2014.2380478  1
2015 Shahriari B, Swersky K, Wang Z, Adams RP, de Freitas N. Taking the Human Out of the Loop: A Review of Bayesian Optimization Proceedings of the Ieee. DOI: 10.1109/JPROC.2015.2494218  1
2015 Nemati S, Adams RP. Identifying outcome-discriminative dynamics in multivariate physiological cohort time series Advanced State Space Methods For Neural and Clinical Data. 283-301. DOI: 10.1017/CBO9781139941433.013  1
2015 Lehman LH, Johnson MJ, Nemati S, Adams RP, Mark RG. Bayesian nonparametric learning of switching dynamics in cohort physiological time series: Application in critical care patient monitoring Advanced State Space Methods For Neural and Clinical Data. 257-282. DOI: 10.1017/CBO9781139941433.012  1
2015 Maclaurin D, Adams RP. Firefly Monte Carlo: Exact MCMC with subsets of data Ijcai International Joint Conference On Artificial Intelligence. 2015: 4289-4295.  1
2014 Gao XA, Mao A, Chen Y, Adams RP. Trick or treat: Putting peer prediction to the test Ec 2014 - Proceedings of the 15th Acm Conference On Economics and Computation. 507-524. DOI: 10.1145/2600057.2602865  1
2014 Waterland A, Angelino E, Adams RP, Appavoo J, Seltzer M. ASC: Automatically scalable computation International Conference On Architectural Support For Programming Languages and Operating Systems - Asplos. 575-589. DOI: 10.1145/2541940.2541985  1
2014 Nishihara R, Murray I, Adams RP. Parallel MCMC with generalized elliptical slice sampling Journal of Machine Learning Research. 15: 2087-2112.  1
2014 Affandi RH, Fox EB, Adams RP, Taskar B. Learning the parameters of determinantal point process kernels 31st International Conference On Machine Learning, Icml 2014. 4: 2967-2981.  1
2014 Duvenaud D, Rippel O, Adams RP, Ghahramani Z. Avoiding pathologies in very deep networks Journal of Machine Learning Research. 33: 202-210.  0.6
2014 Snoek J, Swersky K, Zemel R, Adams RP. Input warping for Bayesian optimization of non-stationary functions 31st International Conference On Machine Learning, Icml 2014. 5: 3654-3662.  1
2014 Angelino E, Kohler E, Waterland A, Seltzer M, Adams RP. Accelerating MCMC via parallel predictive prefetching Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, Uai 2014. 22-31.  1
2014 Rippel O, Gelbart MA, Adams RP. Learning ordered representations with nested dropout 31st International Conference On Machine Learning, Icml 2014. 5: 3746-3756.  1
2014 Gelbart MA, Snoek J, Adams RP. Bayesian optimization with unknown constraints Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, Uai 2014. 250-259.  1
2014 Linderman SW, Adams RP. Discovering latent network structure in point process data 31st International Conference On Machine Learning, Icml 2014. 4: 3268-3281.  1
2014 Linderman SW, Stock CH, Adams RP. A framework for studying synaptic plasticity with neural spike train data Advances in Neural Information Processing Systems. 3: 2330-2338.  1
2014 Miller A, Bomn L, Adams R, Goldsberry K. Factorized point process intensities: A spatial analysis of professional basketball 31st International Conference On Machine Learning, Icml 2014. 1: 398-414.  1
2013 Tse HT, Gossett DR, Moon YS, Masaeli M, Sohsman M, Ying Y, Mislick K, Adams RP, Rao J, Di Carlo D. Quantitative diagnosis of malignant pleural effusions by single-cell mechanophenotyping. Science Translational Medicine. 5: 212ra163. PMID 24259051 DOI: 10.1126/scitranslmed.3006559  1
2013 Nemati S, Lehman LW, Adams RP. Learning outcome-discriminative dynamics in multivariate physiological cohort time series. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 7104-7. PMID 24111382 DOI: 10.1109/EMBC.2013.6611195  1
2013 Lehman LW, Nemati S, Adams RP, Moody G, Malhotra A, Mark RG. Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 7072-5. PMID 24111374 DOI: 10.1109/EMBC.2013.6611187  1
2013 Waterland A, Angelino E, Cubuk ED, Kaxiras E, Adams RP, Appavoo J, Seltzer M. Computational caches Acm International Conference Proceeding Series. DOI: 10.1145/2485732.2485749  1
2013 Chua JC, Givoni IE, Adams RP, Frey BJ. Bayesian painting by numbers: Flexible priors for colour-invariant object recognition Studies in Computational Intelligence. 411: 89-117. DOI: 10.1007/978-3-642-28661-2-4  1
2013 Dechter E, Malmaud J, Adams RP, Tenenbaum JB. Bootstrap learning via modular concept discovery Ijcai International Joint Conference On Artificial Intelligence. 1302-1309.  1
2013 Napp N, Adams RP. Message passing inference with chemical reaction networks Advances in Neural Information Processing Systems 1
2013 Swersky K, Snoek J, Adams RP. Multi-task Bayesian optimization Advances in Neural Information Processing Systems 1
2013 Snoek J, Adams RP, Zemel RS. A determinantal point process latent variable model for inhibition in neural spiking data Advances in Neural Information Processing Systems 1
2013 Wilson AG, Adams RP. Gaussian process kernels for pattern discovery and extrapolation 30th International Conference On Machine Learning, Icml 2013. 2104-2112.  1
2013 Cho SH, Bil C, Adams R. Design and optimisation of the external load bearing carry through structure of a columned multi bubble fuselage Aeronautical Journal. 117: 97-108.  1
2013 Zou J, Hsu D, Parkes D, Adams R. Contrastive learning using spectral methods Advances in Neural Information Processing Systems 1
2012 Nemati S, Lehman LW, Adams RP, Malhotra A. Discovering shared cardiovascular dynamics within a patient cohort. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6526-9. PMID 23367424 DOI: 10.1109/EMBC.2012.6347489  1
2012 Lehman LW, Nemati S, Adams RP, Mark RG. Discovering shared dynamics in physiological signals: application to patient monitoring in ICU. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 5939-42. PMID 23367281 DOI: 10.1109/EMBC.2012.6347346  1
2012 McLachlan N, Adams R, Burvill C. Tuning natural modes of vibration by prestress in the design of a harmonic gong Journal of the Acoustical Society of America. 131: 926-934. DOI: 10.1121/1.3651255  1
2012 Tarlow D, Adams RP. Revisiting uncertainty in graph cut solutions Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2440-2447. DOI: 10.1109/CVPR.2012.6247958  1
2012 Chua J, Givoni I, Adams R, Frey B. Learning structural element patch models with hierarchical palettes Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2416-2423. DOI: 10.1109/CVPR.2012.6247955  1
2012 Tarlow D, Swersky K, Zemel RS, Adams RP, Frey BJ. Fast exact inference for recursive cardinality models Uncertainty in Artificial Intelligence - Proceedings of the 28th Conference, Uai 2012. 825-834.  1
2012 Zou JY, Adams RP. Priors for diversity in generative latent variable models Advances in Neural Information Processing Systems. 4: 2996-3004.  1
2012 Swersky K, Tarlow D, Sutskever I, Salakhutdinov R, Zemel RS, Adams RP. Cardinality restricted boltzmann machines Advances in Neural Information Processing Systems. 4: 3293-3301.  1
2012 Snoek J, Larochelle H, Adams RP. Practical Bayesian optimization of machine learning algorithms Advances in Neural Information Processing Systems. 4: 2951-2959.  1
2012 Swersky K, Tarlow D, Adams RP, Zemel RS, Frey BJ. Probabilistic n-choose-κ models for classification and ranking Advances in Neural Information Processing Systems. 4: 3050-3058.  1
2012 Dahl GE, Adams RP, Larochelle H. Training restricted boltzmann machines on word observations Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 1: 679-686.  1
2012 Snoek J, Adams RP, Larochelle H. Nonparametric guidance of autoencoder representations using label information Journal of Machine Learning Research. 13: 2567-2588.  1
2012 Snoek J, Adams RP, Larochelle H. On nonparametric guidance for learning autoencoder representations Journal of Machine Learning Research. 22: 1073-1080.  1
2012 Tarlow D, Adams RP, Zemel RS. Randomized optimum models for structured prediction Journal of Machine Learning Research. 22: 1221-1229.  1
2011 Cho SH, Bil C, Adams R. Design and analysis of bwb military cargo centre body structure Aiaa Centennial of Naval Aviation Forum "100 Years of Achievement and Progress" 1
2010 Murray I, Adams RP, MacKay DJC. Elliptical slice sampling Journal of Machine Learning Research. 9: 541-548.  1
2010 Adams RP, Ghahramani Z, Jordan MI. Tree-structured stick breaking for hierarchical data Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 1
2010 Adams RP, Dahl GE, Murray I. Incorporating side information in probabilistic matrix factorization with Gaussian processes Proceedings of the 26th Conference On Uncertainty in Artificial Intelligence, Uai 2010. 1-9.  1
2010 Adams RP, Wallach HM, Ghahramani Z. Learning the structure of deep sparse graphical models Journal of Machine Learning Research. 9: 1-8.  1
2010 Murray I, Adams RP. Slice sampling covariance hyperparameters of latent Gaussian models Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 1
2009 Adams RP, Murray I, MacKay DJC. Tractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 9-16. DOI: 10.1145/1553374.1553376  1
2009 Adams RP, Ghahramani Z. Archipelago: Nonparametric Bayesian semi-supervised learning Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 1-8. DOI: 10.1145/1553374.1553375  1
2009 Adams RP, Ghahramani Z. Archipelago: Nonparametric Bayesian semi-supervised learning Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 1-8.  1
2009 Adams RP, Murray I, MacKay DJC. The Gaussian process density sampler Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 9-16.  1
2008 Adams RP, Stegle O. Gaussian process product models for nonparametric nonstationarity Proceedings of the 25th International Conference On Machine Learning. 1-8.  1
2006 Adams R, Bil C, Tomas J. Design improvement by shape change using a linear finite element method Icas-Secretariat - 25th Congress of the International Council of the Aeronautical Sciences 2006. 4: 2455-2461.  1
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