Daniel D. Lee

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H Sebastian SeungProfessor, Princeton Neuroscience Institute and Computer Science Dept.Verified email at princeton.edu
Seung-Joon YiPusan National UniversityVerified email at pusan.ac.kr
Paul VernazaCruiseVerified email at getcruise.com
Haim SompolinskyProfessor of Molecular and Cellular Biology and of Physics, Harvard UniversityVerified email at mcb.harvard.edu
DENNIS HONGProfessor of Mechanical & Aerospace EngineeringVerified email at ucla.edu
Volkan IslerProfessor, The University of Texas at AustinVerified email at cs.utexas.edu
Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoVerified email at k.u-tokyo.ac.jp
Stephen G McGillToyota Research InstituteVerified email at alumni.upenn.edu
Byoung-Tak ZhangProfessor of Computer Science, Cognitive Science, and Brain Science, Seoul National UniversityVerified email at bi.snu.ac.kr
Jinwook HuhSamsung AI Center, NYVerified email at alumni.upenn.edu
Yuanqing LinAibeeVerified email at aibee.co
Fei ShaGoogle ResearchVerified email at feisha.org
Daewon LeeSamsung AI Center NYVerified email at seas.upenn.edu
Bhoram LeeSRI InternationalVerified email at sri.com
Jihun HammTulane UniversityVerified email at tulane.edu
SueYeon ChungAssistant Professor, Flatiron Institute, NYUVerified email at flatironinstitute.org
Alex KushleyevKMel RoboticsVerified email at seas.upenn.edu
David W. TankPrinceton UniversityVerified email at princeton.edu
Vijay KumarProfessor of Mechanical Engineering and Applied Mechanics, University of PennsylvaniaVerified email at seas.upenn.edu
George PappasUPS Foundation Professor, Electrical and Systems Engineering, University of PennsylvaniaVerified email at seas.upenn.edu

Daniel D. Lee

Tisch University Professor of ECE, Cornell University

Verified email at alum.mit.edu - Homepage

machine learning robotics computational neuroscience statistical physics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning the parts of objects by non-negative matrix factorization DD Lee, HS Seung nature 401 (6755), 788-791, 1999	17024	1999
Algorithms for non-negative matrix factorization D Lee, HS Seung Advances in neural information processing systems 13, 2000	12586	2000
Advances in neural information processing systems 22 DD Lee, P Pham, Y Largman, A Ng Tech. Rep, 2009	3917*	2009
The manifold ways of perception HS Seung, DD Lee science 290 (5500), 2268-2269, 2000	1203	2000
Grassmann discriminant analysis: a unifying view on subspace-based learning J Hamm, DD Lee Proceedings of the 25th international conference on Machine learning, 376-383, 2008	781	2008
A kernel view of the dimensionality reduction of manifolds J Ham, DD Lee, S Mika, B Schölkopf Proceedings of the twenty-first international conference on Machine learning, 47, 2004	721	2004
System and method for providing interactive dialogue and iterative search functions to find information KG August, CS Chuang, M McNerney, EA Shriver, M Hansen, PW Ong, ... US Patent 6,647,383, 2003	698	2003
Stability of the memory of eye position in a recurrent network of conductance-based model neurons HS Seung, DD Lee, BY Reis, DW Tank Neuron 26 (1), 259-271, 2000	409	2000
Multiplicative updates for nonnegative quadratic programming in support vector machines F Sha, L Saul, D Lee Advances in neural information processing systems 15, 2002	394	2002
Equilibrium properties of temporally asymmetric Hebbian plasticity J Rubin, DD Lee, H Sompolinsky Physical review letters 86 (2), 364, 2001	383	2001
Spectral methods for dimensionality reduction LK Saul, KQ Weinberger, F Sha, J Ham, DD Lee	363	2006
Semisupervised alignment of manifolds J Ham, D Lee, L Saul International Workshop on Artificial Intelligence and Statistics, 120-127, 2005	348	2005
Approximating explicit model predictive control using constrained neural networks S Chen, K Saulnier, N Atanasov, DD Lee, V Kumar, GJ Pappas, M Morari 2018 Annual American control conference (ACC), 1520-1527, 2018	282	2018
Learning optimal resource allocations in wireless systems M Eisen, C Zhang, LFO Chamon, DD Lee, A Ribeiro IEEE Transactions on Signal Processing 67 (10), 2775-2790, 2019	262	2019
Little ben: The ben franklin racing team's entry in the 2007 DARPA urban challenge J Bohren, T Foote, J Keller, A Kushleyev, D Lee, A Stewart, P Vernaza, ... Journal of Field Robotics 25 (9), 598-614, 2008	248	2008
Curran Associates C Cortes, ND Lawrence, DD Lee, M Sugiyama, R Garnett Inc.: Red Hook, NY, USA 28, 1135-1143, 2015	226	2015
Separability and geometry of object manifolds in deep neural networks U Cohen, SY Chung, DD Lee, H Sompolinsky Nature communications 11 (1), 746, 2020	218	2020
Short-term memory in orthogonal neural networks OL White, DD Lee, H Sompolinsky Physical review letters 92 (14), 148102, 2004	209	2004
Unsupervised learning by convex and conic coding D Lee, HS Seung Advances in neural information processing systems 9, 1996	203	1996
Classification and Geometry of General Perceptual Manifolds SY Chung, DD Lee, H Sompolinsky Physical Review X 8 (3), 031003, 2018	184	2018

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