Sam Roweis (Memorial)
Sam Roweis (Memorial)
New York University
Verified email at buffalo.edu - Homepage
TitleCited byYear
Nonlinear dimensionality reduction by locally linear embedding
ST Roweis, LK Saul
Science 290 (5500), 2323-2326, 2000
134142000
Think globally, fit locally: unsupervised learning of low dimensional manifolds
LK Saul, ST Roweis
The Journal of Machine Learning Research 4, 119-155, 2003
18292003
Removing camera shake from a single photograph
R Fergus, B Singh, A Hertzmann, ST Roweis, WT Freeman
ACM Transactions on Graphics (TOG) 25 (3), 787-794, 2006
18282006
Removing Camera Shake from a Single Photograph
ST Roweis, WT Freeman, B Singh, R Fergus, A Hertzmann
ACM transactions on graphics, 787-794, 2006
1828*2006
Neighbourhood components analysis
J Goldberger, S Roweis, G Hinton, R Salakhutdinov
14602004
Stochastic neighbor embedding
G Hinton, S Roweis
Advances in neural information processing systems 15, 833-840, 2002
10292002
A unifying review of linear Gaussian models
S Roweis, Z Ghahramani
Neural computation 11 (2), 305-345, 1999
10211999
EM algorithms for PCA and SPCA
S Roweis
Advances in neural information processing systems, 626-632, 1998
10111998
Metric learning by collapsing classes
A Globerson, S Roweis
Advances in neural information processing systems 18, 451, 2006
7102006
Modeling human motion using binary latent variables
GW Taylor, GE Hinton, ST Roweis
Advances in neural information processing systems 19, 1345, 2007
6832007
An improved photometric calibration of the Sloan Digital Sky Survey imaging data
N Padmanabhan, DJ Schlegel, DP Finkbeiner, JC Barentine, MR Blanton, ...
The Astrophysical Journal 674, 1217, 2008
5272008
One microphone source separation
ST Roweis
Advances in neural information processing systems, 793-799, 2001
5232001
Mcrank: Learning to rank using multiple classification and gradient boosting
P Li, C Burges, Q Wu, JC Platt, D Koller, Y Singer, S Roweis
Advances in neural information processing systems 20, 897-904, 2007
4202007
Nightmare at test time: robust learning by feature deletion
A Globerson, S Roweis
Proceedings of the 23rd international conference on Machine learning, 353-360, 2006
2862006
A panoramic view of yeast noncoding RNA processing
WT Peng, MD Robinson, S Mnaimneh, NJ Krogan, G Cagney, Q Morris, ...
Cell 113 (7), 919-934, 2003
2762003
A sticker-based model for DNA computation
S Roweis, E Winfree, R Burgoyne, NV Chelyapov, MF Goodman, ...
Journal of Computational Biology 5 (4), 615-629, 1998
2591998
Automatic alignment of local representations
YW Teh, S Roweis
Advances in neural information processing systems 15, 841-848, 2002
2562002
Global coordination of local linear models
ST Roweis, LK Saul, GE Hinton
Advances in neural information processing systems 2, 889-896, 2002
2492002
Factorial models and refiltering for speech separation and denoising
ST Roweis
Eighth European Conference on Speech Communication and Technology, 2003
2352003
Learning nonlinear dynamical systems using an EM algorithm
Z Ghahramani, ST Roweis
Advances in neural information processing systems, 431-437, 1999
2261999
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Articles 1–20