Sam T. Roweis

2008
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
37	EE	Edward Meeds, David A. Ross, Richard S. Zemel, Sam T. Roweis: Learning stick-figure models using nonparametric Bayesian priors over trees. CVPR 2008
2007
36	EE	Choon Hui Teo, Amir Globerson, Sam T. Roweis, Alex J. Smola: Convex Learning with Invariances. NIPS 2007
35	EE	Jennifer 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)
2006
34	EE	Amir Globerson, Sam T. Roweis: Nightmare at test time: robust learning by feature deletion. ICML 2006: 353-360
33	EE	Nathan Srebro, Gregory Shakhnarovich, Sam T. Roweis: An investigation of computational and informational limits in Gaussian mixture clustering. ICML 2006: 865-872
32	EE	Graham W. Taylor, Geoffrey E. Hinton, Sam T. Roweis: Modeling Human Motion Using Binary Latent Variables. NIPS 2006: 1345-1352
31	EE	Jennifer 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
30	EE	Edward Meeds, Zoubin Ghahramani, Radford M. Neal, Sam T. Roweis: Modeling Dyadic Data with Binary Latent Factors. NIPS 2006: 977-984
29	EE	Robert 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)
2005
28	EE	Kevin Laven, Scott Leishman, Sam T. Roweis: A Statistical Learning Approach To Document Image Analysis. ICDAR 2005: 357-361
27	EE	Keir Mierle, Kevin Laven, Sam T. Roweis, Greg Wilson: Mining student CVS repositories for performance indicators. MSR 2005
26	EE	Amir Globerson, Sam T. Roweis: Metric Learning by Collapsing Classes. NIPS 2005
25	EE	Keir 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)
2004
24	EE	Jacob Goldberger, Sam T. Roweis: Hierarchical Clustering of a Mixture Model. NIPS 2004
23	EE	Jennifer Listgarten, Radford M. Neal, Sam T. Roweis, Andrew Emili: Multiple Alignment of Continuous Time Series. NIPS 2004
22	EE	Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinton, Ruslan Salakhutdinov: Neighbourhood Components Analysis. NIPS 2004
2003
21	EE	Sam 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
18	EE	Radford M. Neal, Matthew J. Beal, Sam T. Roweis: Inferring State Sequences for Non-linear Systems with Embedded Hidden Markov Models. NIPS 2003
17	EE	Jakob J. Verbeek, Sam T. Roweis, Nikos A. Vlassis: Non-linear CCA and PCA by Alignment of Local Models. NIPS 2003
16	EE	Kannan 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
14	EE	Lawrence K. Saul, Sam T. Roweis: Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifold. Journal of Machine Learning Research 4: 119-155 (2003)
2002
13		Sham Kakade, Yee Whye Teh, Sam T. Roweis: An Alternate Objective Function for Markovian Fields. ICML 2002: 275-282
12	EE	Geoffrey E. Hinton, Sam T. Roweis: Stochastic Neighbor Embedding. NIPS 2002: 833-840
11	EE	Yee Whye Teh, Sam T. Roweis: Automatic Alignment of Local Representations. NIPS 2002: 841-848
2001
10	EE	Sam T. Roweis, Lawrence K. Saul, Geoffrey E. Hinton: Global Coordination of Local Linear Models. NIPS 2001: 889-896
2000
9		Sam T. Roweis: One Microphone Source Separation. NIPS 2000: 793-799
1999
8	EE	Sam 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)
1998
4	EE	Zoubin 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)
1997
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

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

Colors in the list of coauthors