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
133132000
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
18222006
Removing Camera Shake from a Single Photograph
ST Roweis, WT Freeman, B Singh, R Fergus, A Hertzmann
ACM transactions on graphics, 787-794, 2006
1822*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
18212003
Neighbourhood components analysis
J Goldberger, S Roweis, G Hinton, R Salakhutdinov
14562004
A unifying review of linear Gaussian models
S Roweis, Z Ghahramani
Neural computation 11 (2), 305-345, 1999
10241999
EM algorithms for PCA and SPCA
S Roweis
Advances in neural information processing systems, 626-632, 1998
10101998
Stochastic neighbor embedding
G Hinton, S Roweis
Advances in neural information processing systems 15, 833-840, 2002
10092002
Metric learning by collapsing classes
A Globerson, S Roweis
Advances in neural information processing systems 18, 451, 2006
7042006
Modeling human motion using binary latent variables
GW Taylor, GE Hinton, ST Roweis
Advances in neural information processing systems 19, 1345, 2007
6772007
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
5242008
One microphone source separation
ST Roweis
Advances in neural information processing systems, 793-799, 2001
5242001
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
4192007
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
2812006
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
2752003
Automatic alignment of local representations
YW Teh, S Roweis
Advances in neural information processing systems 15, 841-848, 2002
2592002
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
2581998
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
2372003
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