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Daniel D. Lee, Ph.D. - Publications

Affiliations: 
1995-2001 Bell Laboratories, Murray Hill, NJ, United States 
 2001- Electrical and Systems Engineering University of Pennsylvania, Philadelphia, PA, United States 
Area:
machine learning, robotics, computational neuroscience, statistical physics
Website:
https://www.seas.upenn.edu/~ddlee/
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26 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
2020 Cohen U, Chung S, Lee DD, Sompolinsky H. Separability and geometry of object manifolds in deep neural networks. Nature Communications. 11: 746. PMID 32029727 DOI: 10.1038/S41467-020-14578-5  0.509
2019 Eisen M, Zhang C, Chamon LFO, Lee DD, Ribeiro A. Learning Optimal Resource Allocations in Wireless Systems Ieee Transactions On Signal Processing. 67: 2775-2790. DOI: 10.1109/Tsp.2019.2908906  0.362
2019 Lee K, Kim G, Ortega PA, Lee DD, Kim K. Bayesian optimistic Kullback–Leibler exploration Machine Learning. 108: 765-783. DOI: 10.1007/S10994-018-5767-4  0.352
2018 Chung S, Cohen U, Sompolinsky H, Lee DD. Learning Data Manifolds with a Cutting Plane Method. Neural Computation. 1-23. PMID 30148702 DOI: 10.1162/Neco_A_01119  0.565
2018 Chung S, Lee DD, Sompolinsky H. Classification and Geometry of General Perceptual Manifolds Physical Review X. 8. DOI: 10.1103/PhysRevX.8.031003  0.536
2017 Noh YK, Hamm J, Park F, Zhang BT, Lee DD. Fluid Dynamic Models for Bhattacharyya-based Discriminant Analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28186879 DOI: 10.1109/Tpami.2017.2666148  0.572
2016 Wang Z, Stocker AA, Lee DD. Efficient Neural Codes That Minimize Lp Reconstruction Error. Neural Computation. 1-31. PMID 27764595 DOI: 10.1162/Neco_A_00900  0.615
2016 Chung S, Lee DD, Sompolinsky H. Linear readout of object manifolds. Physical Review. E. 93: 060301. PMID 27415193 DOI: 10.1103/PhysRevE.93.060301  0.507
2014 Lee DD, Ortega PA, Stocker AA. Dynamic belief state representations. Current Opinion in Neurobiology. 25: 221-7. PMID 24632510 DOI: 10.1016/J.Conb.2014.01.018  0.541
2013 Wang Z, Stocker AA, Lee DD. Fisher-optimal neural population codes for high-dimensional diffeomorphic stimulus representations Advances in Neural Information Processing Systems.  0.522
2012 Vernaza P, Lee DD. Learning and exploiting low-dimensional structure for efficient holonomic motion planning in high-dimensional spaces The International Journal of Robotics Research. 31: 1739-1760. DOI: 10.1177/0278364912457436  0.614
2012 Wang Z, Stocker AA, Lee DD. Optimal neural tuning curves for arbitrary stimulus distributions: Discrimax, infomax and minimum Lp loss Advances in Neural Information Processing Systems. 3: 2168-2176.  0.487
2010 Lin MW, Lee DD, Liu TT, Lin YF, Chen SY, Huang CC, Weng HY, Liu YF, Tanaka A, Arita K, Lai-Cheong J, Palisson F, Chang YT, Wong CK, Matsuura I, et al. Novel IL31RA gene mutation and ancestral OSMR mutant allele in familial primary cutaneous amyloidosis. European Journal of Human Genetics : Ejhg. 18: 26-32. PMID 19690585 DOI: 10.1038/ejhg.2009.135  0.321
2007 Sha F, Lin Y, Saul LK, Lee DD. Multiplicative updates for nonnegative quadratic programming. Neural Computation. 19: 2004-31. PMID 17571937 DOI: 10.1162/Neco.2007.19.8.2004  0.662
2007 Lin Y, Chen J, Kim Y, Lee DD. Blind sparse-nonnegative (BSN) channel identification for acoustic time-difference-of-arrival estimation Ieee Workshop On Applications of Signal Processing to Audio and Acoustics. 106-109. DOI: 10.1109/ASPAA.2007.4392996  0.355
2006 Lin Y, Lee DD. Bayesian regularization and nonnegative deconvolution for room impulse response estimation Ieee Transactions On Signal Processing. 54: 839-847. DOI: 10.1109/Tsp.2005.863030  0.493
2006 Lin Y, Lee DD. Bayesian L1-norm sparse learning Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5: V605-V608.  0.377
2005 Hockstein NG, Thaler ER, Lin Y, Lee DD, Hanson CW. Correlation of pneumonia score with electronic nose signature: A prospective study. The Annals of Otology, Rhinology, and Laryngology. 114: 504-8. PMID 16134344  0.332
2005 Ham J, Lin Y, Lee DD. Learning nonlinear appearance manifolds for robot localization 2005 Ieee/Rsj International Conference On Intelligent Robots and Systems, Iros. 1239-1244. DOI: 10.1109/IROS.2005.1545149  0.439
2005 Lin Y, Vernaza P, Ham J, Lee DD. Cooperative relative robot localization with audible acoustic sensing 2005 Ieee/Rsj International Conference On Intelligent Robots and Systems, Iros. 662-667. DOI: 10.1109/IROS.2005.1545056  0.383
2005 Lin Y, Lee DD. Relevant deconvolution for acoustic source estimation Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. V529-V532. DOI: 10.1109/ICASSP.2005.1416357  0.348
2004 White OL, Lee DD, Sompolinsky H. Short-term memory in orthogonal neural networks. Physical Review Letters. 92: 148102. PMID 15089576 DOI: 10.1103/Physrevlett.92.148102  0.462
2004 Lin Y, Lee DD, Saul LK. Nonnegative deconvolution for time of arrival estimation Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2: II377-II380.  0.6
2003 Sha F, Saul LK, Lee DD. Multiplicative updates for large margin classifiers Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2777: 188-202.  0.554
2001 Rubin J, Lee DD, Sompolinsky H. Equilibrium properties of temporally asymmetric Hebbian plasticity. Physical Review Letters. 86: 364-7. PMID 11177832 DOI: 10.1103/Physrevlett.86.364  0.446
1993 Chen SH, Lee D, Chang SL. Visualization of 3D microstructure of bicontinuous microemulsions by combined SANS experiments and simulations Journal of Molecular Structure. 296: 259-264. DOI: 10.1016/0022-2860(93)80141-H  0.304
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