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Sam Roweis (Memorial)
Sam Roweis (Memorial)
New York University
Potvrđena adresa e-pošte na buffalo.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
Nonlinear dimensionality reduction by locally linear embedding
ST Roweis, LK Saul
Science 290 (5500), 2323-2326, 2000
186102000
Neighbourhood components analysis
J Goldberger, S Roweis, G Hinton, R Salakhutdinov
28722004
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
26962006
Removing Camera Shake from a Single Photograph
ST Roweis, WT Freeman, B Singh, R Fergus, A Hertzmann
ACM transactions on graphics, 787-794, 2006
2696*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
22252003
Stochastic neighbor embedding
G Hinton, S Roweis
Advances in neural information processing systems 15, 833-840, 2002
20782002
K-corrections and filter transformations in the ultraviolet, optical, and near-infrared
MR Blanton, S Roweis
The Astronomical Journal 133, 734, 2007
18932007
EM algorithms for PCA and SPCA
S Roweis
Advances in neural information processing systems, 626-632, 1998
14161998
A unifying review of linear Gaussian models
S Roweis, Z Ghahramani
Neural computation 11 (2), 305-345, 1999
13261999
Astrometry. net: Blind astrometric calibration of arbitrary astronomical images
D Lang, DW Hogg, K Mierle, M Blanton, S Roweis
The Astronomical Journal 139, 1782, 2010
11382010
Modeling human motion using binary latent variables
GW Taylor, GE Hinton, ST Roweis
Advances in neural information processing systems 19, 1345, 2007
10182007
Metric learning by collapsing classes
A Globerson, S Roweis
Advances in neural information processing systems 18, 451, 2006
9062006
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
6912008
One microphone source separation
ST Roweis
Advances in neural information processing systems, 793-799, 2001
6082001
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
4522006
Collaborative filtering and the missing at random assumption
BM Marlin, RS Zemel, S Roweis, M Slaney
Proc. 23rd Conference on Uncertainty in Artificial Intelligence, 2007
389*2007
Learning nonlinear dynamical systems using an EM algorithm
Z Ghahramani, ST Roweis
Advances in neural information processing systems, 431-437, 1999
3351999
An introduction to locally linear embedding
LK Saul, ST Roweis
unpublished. Available at: http://www. cs. toronto. edu/~ roweis/lle …, 2000
3202000
Global coordination of local linear models
ST Roweis, LK Saul, GE Hinton
Advances in neural information processing systems 2, 889-896, 2002
3102002
Automatic alignment of local representations
YW Teh, S Roweis
Advances in neural information processing systems 15, 841-848, 2002
3032002
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