Sam T. Roweis

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39 William W. Cohen, Andrew McCallum, Sam T. Roweis: Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008 ACM 2008
38 John C. Platt, Daphne Koller, Yoram Singer, Sam T. Roweis: Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007 MIT Press 2008
37EEEdward Meeds, David A. Ross, Richard S. Zemel, Sam T. Roweis: Learning stick-figure models using nonparametric Bayesian priors over trees. CVPR 2008
36EEChoon Hui Teo, Amir Globerson, Sam T. Roweis, Alex J. Smola: Convex Learning with Invariances. NIPS 2007
35EEJennifer Listgarten, Radford M. Neal, Sam T. Roweis, Peter Wong, Andrew Emili: Difference detection in LC-MS data for protein biomarker discovery. Bioinformatics 23(2): 198-204 (2007)
34EEAmir Globerson, Sam T. Roweis: Nightmare at test time: robust learning by feature deletion. ICML 2006: 353-360
33EENathan Srebro, Gregory Shakhnarovich, Sam T. Roweis: An investigation of computational and informational limits in Gaussian mixture clustering. ICML 2006: 865-872
32EEGraham W. Taylor, Geoffrey E. Hinton, Sam T. Roweis: Modeling Human Motion Using Binary Latent Variables. NIPS 2006: 1345-1352
31EEJennifer Listgarten, Radford M. Neal, Sam T. Roweis, Rachel Puckrin, Sean Cutler: Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure. NIPS 2006: 905-912
30EEEdward Meeds, Zoubin Ghahramani, Radford M. Neal, Sam T. Roweis: Modeling Dyadic Data with Binary Latent Factors. NIPS 2006: 977-984
29EERobert Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis, William T. Freeman: Removing camera shake from a single photograph. ACM Trans. Graph. 25(3): 787-794 (2006)
28EEKevin Laven, Scott Leishman, Sam T. Roweis: A Statistical Learning Approach To Document Image Analysis. ICDAR 2005: 357-361
27EEKeir Mierle, Kevin Laven, Sam T. Roweis, Greg Wilson: Mining student CVS repositories for performance indicators. MSR 2005
26EEAmir Globerson, Sam T. Roweis: Metric Learning by Collapsing Classes. NIPS 2005
25EEKeir Mierle, Kevin Laven, Sam T. Roweis, Greg Wilson: Mining student CVS repositories for performance indicators. ACM SIGSOFT Software Engineering Notes 30(4): 1-5 (2005)
24EEJacob Goldberger, Sam T. Roweis: Hierarchical Clustering of a Mixture Model. NIPS 2004
23EEJennifer Listgarten, Radford M. Neal, Sam T. Roweis, Andrew Emili: Multiple Alignment of Continuous Time Series. NIPS 2004
22EEJacob Goldberger, Sam T. Roweis, Geoffrey E. Hinton, Ruslan Salakhutdinov: Neighbourhood Components Analysis. NIPS 2004
21EESam T. Roweis, Ruslan Salakhutdinov: Simultaneous Localization and Surveying with Multiple Agents. European Summer School on Multi-AgentControl 2003: 313-332
20 Ruslan Salakhutdinov, Sam T. Roweis: Adaptive Overrelaxed Bound Optimization Methods. ICML 2003: 664-671
19 Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani: Optimization with EM and Expectation-Conjugate-Gradient. ICML 2003: 672-679
18EERadford M. Neal, Matthew J. Beal, Sam T. Roweis: Inferring State Sequences for Non-linear Systems with Embedded Hidden Markov Models. NIPS 2003
17EEJakob J. Verbeek, Sam T. Roweis, Nikos A. Vlassis: Non-linear CCA and PCA by Alignment of Local Models. NIPS 2003
16EEKannan Achan, Sam T. Roweis, Brendan J. Frey: Probabilistic Inference of Speech Signals from Phaseless Spectrograms. NIPS 2003
15 Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani: On the Convergence of Bound Optimization Algorithms. UAI 2003: 509-516
14EELawrence K. Saul, Sam T. Roweis: Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifold. Journal of Machine Learning Research 4: 119-155 (2003)
13 Sham Kakade, Yee Whye Teh, Sam T. Roweis: An Alternate Objective Function for Markovian Fields. ICML 2002: 275-282
12EEGeoffrey E. Hinton, Sam T. Roweis: Stochastic Neighbor Embedding. NIPS 2002: 833-840
11EEYee Whye Teh, Sam T. Roweis: Automatic Alignment of Local Representations. NIPS 2002: 841-848
10EESam T. Roweis, Lawrence K. Saul, Geoffrey E. Hinton: Global Coordination of Local Linear Models. NIPS 2001: 889-896
9 Sam T. Roweis: One Microphone Source Separation. NIPS 2000: 793-799
8EESam T. Roweis: Constrained Hidden Markov Models. NIPS 1999: 782-788
7 Leonard M. Adleman, Paul W. K. Rothemund, Sam T. Roweis, Erik Winfree: On Applying Molecular Computation to the Data Encryption Standard. Journal of Computational Biology 6(1): 53-64 (1999)
6 Sam T. Roweis, Erik Winfree: On the Reduction of Errors in DNA Computation. Journal of Computational Biology 6(1): 65-76 (1999)
5 Sam T. Roweis, Zoubin Ghahramani: A Unifying Review of Linear Gaussian Models. Neural Computation 11(2): 305-345 (1999)
4EEZoubin Ghahramani, Sam T. Roweis: Learning Nonlinear Dynamical Systems Using an EM Algorithm. NIPS 1998: 431-437
3 Sam T. Roweis, Erik Winfree, Richard Burgoyne, Nickolas V. Chelyapov, Myron F. Goodman, Paul W. K. Rothemund, Leonard M. Adleman: A Sticker-Based Model for DNA Computation. Journal of Computational Biology 5(4): 615-630 (1998)
2 John J. Hopfield, Carlos D. Brody, Sam T. Roweis: Computing with Action Potentials. NIPS 1997
1 Sam T. Roweis: EM Algorithms for PCA and SPCA. NIPS 1997

Coauthor Index

1Kannan Achan [16]
2Leonard M. Adleman [3] [7]
3Matthew J. Beal [18]
4Carlos D. Brody [2]
5Richard Burgoyne [3]
6Nickolas V. Chelyapov [3]
7William W. Cohen [39]
8Sean Cutler [31]
9Andrew Emili [23] [35]
10Robert Fergus [29]
11William T. Freeman [29]
12Brendan J. Frey [16]
13Zoubin Ghahramani [4] [5] [15] [19] [30]
14Amir Globerson [26] [34] [36]
15Jacob Goldberger [22] [24]
16Myron F. Goodman [3]
17Aaron Hertzmann [29]
18Geoffrey E. Hinton [10] [12] [22] [32]
19John J. Hopfield [2]
20Sham M. Kakade (Sham Kakade) [13]
21Daphne Koller [38]
22Kevin Laven [25] [27] [28]
23Scott Leishman [28]
24Jennifer Listgarten [23] [31] [35]
25Andrew McCallum [39]
26Edward Meeds [30] [37]
27Keir Mierle [25] [27]
28Radford M. Neal [18] [23] [30] [31] [35]
29John C. Platt [38]
30Rachel Puckrin [31]
31David A. Ross [37]
32Paul W. K. Rothemund [3] [7]
33Ruslan Salakhutdinov [15] [19] [20] [21] [22]
34Lawrence K. Saul [10] [14]
35Gregory Shakhnarovich [33]
36Yoram Singer [38]
37Barun Singh [29]
38Alexander J. Smola (Alex J. Smola) [36]
39Nathan Srebro [33]
40Graham W. Taylor [32]
41Yee Whye Teh [11] [13]
42Choon Hui Teo [36]
43Jakob J. Verbeek [17]
44Nikos A. Vlassis [17]
45Greg Wilson [25] [27]
46Erik Winfree [3] [6] [7]
47Peter Wong [35]
48Richard S. Zemel [37]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)