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
136462000
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
18652006
Removing Camera Shake from a Single Photograph
ST Roweis, WT Freeman, B Singh, R Fergus, A Hertzmann
ACM transactions on graphics, 787-794, 2006
1865*2006
Think globally, fit locally: unsupervised learning of low dimensional manifolds
LK Saul, ST Roweis
The Journal of Machine Learning Research 4, 119-155, 2003
18602003
Neighbourhood components analysis
J Goldberger, S Roweis, G Hinton, R Salakhutdinov
14882004
Stochastic neighbor embedding
G Hinton, S Roweis
Advances in neural information processing systems 15, 833-840, 2002
10642002
A unifying review of linear Gaussian models
S Roweis, Z Ghahramani
Neural computation 11 (2), 305-345, 1999
10291999
EM algorithms for PCA and SPCA
S Roweis
Advances in neural information processing systems, 626-632, 1998
10251998
Metric learning by collapsing classes
A Globerson, S Roweis
Advances in neural information processing systems 18, 451, 2006
7172006
Modeling human motion using binary latent variables
GW Taylor, GE Hinton, ST Roweis
Advances in neural information processing systems 19, 1345, 2007
7002007
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
5352008
One microphone source separation
ST Roweis
Advances in neural information processing systems, 793-799, 2001
5292001
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
4362007
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
2972006
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
2782003
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
2631998
Automatic alignment of local representations
YW Teh, S Roweis
Advances in neural information processing systems 15, 841-848, 2002
2572002
Global coordination of local linear models
ST Roweis, LK Saul, GE Hinton
Advances in neural information processing systems 2, 889-896, 2002
2512002
Factorial models and refiltering for speech separation and denoising
ST Roweis
Eighth European Conference on Speech Communication and Technology, 2003
2362003
Learning nonlinear dynamical systems using an EM algorithm
Z Ghahramani, ST Roweis
Advances in neural information processing systems, 431-437, 1999
2291999
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Articles 1–20