Sam T. Roweis - researchr alias

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2011

Recommender Systems, Missing Data and Statistical Model EstimationBenjamin M. Marlin, Richard S. Zemel, Sam T. Roweis, Malcolm Slaney. IJCAI 2011: 2686-2691 [doi]

2008

Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008William W. Cohen, Andrew McCallum, Sam T. Roweis, editors, Volume 307 of ACM International Conference Proceeding Series, ACM, 2008.

Learning stick-figure models using nonparametric Bayesian priors over treesEdward Meeds, David A. Ross, Richard S. Zemel, Sam T. Roweis. cvpr 2008: [doi]

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, 2007John C. Platt, Daphne Koller, Yoram Singer, Sam T. Roweis, editors, MIT Press, 2008.

2007

2006

Removing camera shake from a single photographRobert Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis, William T. Freeman. tog, 25(3):787-794, 2006. [doi]

Nightmare at test time: robust learning by feature deletionAmir Globerson, Sam T. Roweis. icml 2006: 353-360 [doi]

Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared StructureJennifer Listgarten, Radford M. Neal, Sam T. Roweis, Rachel Puckrin, Sean Cutler. nips 2007: 905-912 [doi]

Modeling Dyadic Data with Binary Latent FactorsEdward Meeds, Zoubin Ghahramani, Radford M. Neal, Sam T. Roweis. nips 2007: 977-984 [doi]

An investigation of computational and informational limits in Gaussian mixture clusteringNathan Srebro, Gregory Shakhnarovich, Sam T. Roweis. icml 2006: 865-872 [doi]

Modeling Human Motion Using Binary Latent VariablesGraham W. Taylor, Geoffrey E. Hinton, Sam T. Roweis. nips 2007: 1345-1352 [doi]

2005

2004

Hierarchical Clustering of a Mixture ModelJacob Goldberger, Sam T. Roweis. nips 2004: [doi]

Neighbourhood Components AnalysisJacob Goldberger, Sam T. Roweis, Geoffrey E. Hinton, Ruslan Salakhutdinov. nips 2004: [doi]

Multiple Alignment of Continuous Time SeriesJennifer Listgarten, Radford M. Neal, Sam T. Roweis, Andrew Emili. nips 2004: [doi]

2003

Probabilistic Inference of Speech Signals from Phaseless SpectrogramsKannan Achan, Sam T. Roweis, Brendan J. Frey. nips 2004: [doi]

Inferring State Sequences for Non-linear Systems with Embedded Hidden Markov ModelsRadford M. Neal, Matthew J. Beal, Sam T. Roweis. nips 2004: [doi]

Factorial models and refiltering for speech separation and denoisingSam T. Roweis. interspeech 2003: [doi]

Simultaneous Localization and Surveying with Multiple AgentsSam T. Roweis, Ruslan Salakhutdinov. essmac 2005: 313-332 [doi]

Adaptive Overrelaxed Bound Optimization MethodsRuslan Salakhutdinov, Sam T. Roweis. icml 2003: 664-671

Optimization with EM and Expectation-Conjugate-GradientRuslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani. icml 2003: 672-679

On the Convergence of Bound Optimization AlgorithmsRuslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani. uai 2003: 509-516

Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional ManifoldLawrence K. Saul, Sam T. Roweis. jmlr, 4:119-155, 2003. [doi]

Non-linear CCA and PCA by Alignment of Local ModelsJakob J. Verbeek, Sam T. Roweis, Nikos A. Vlassis. nips 2004: [doi]

2002

Stochastic Neighbor EmbeddingGeoffrey E. Hinton, Sam T. Roweis. nips 2003: 833-840 [doi]

An Alternate Objective Function for Markovian FieldsSham Kakade, Yee Whye Teh, Sam T. Roweis. icml 2002: 275-282

Automatic Alignment of Local RepresentationsYee Whye Teh, Sam T. Roweis. nips 2003: 841-848 [doi]

2001

Global Coordination of Local Linear ModelsSam T. Roweis, Lawrence K. Saul, Geoffrey E. Hinton. nips 2001: 889-896 [doi]

2000

One Microphone Source SeparationSam T. Roweis. nips 2001: 793-799

1999

On Applying Molecular Computation to the Data Encryption StandardLeonard M. Adleman, Paul W. K. Rothemund, Sam T. Roweis, Erik Winfree. jcb, 6(1):53-64, 1999.

On the Reduction of Errors in DNA ComputationSam T. Roweis, Erik Winfree. jcb, 6(1):65-76, 1999.

A Unifying Review of Linear Gaussian ModelsSam T. Roweis, Zoubin Ghahramani. neco, 11(2):305-345, 1999.

Constrained Hidden Markov ModelsSam T. Roweis. nips 2000: 782-788 [doi]

1998

Learning Nonlinear Dynamical Systems Using an EM AlgorithmZoubin Ghahramani, Sam T. Roweis. nips 1999: 431-437 [doi]

A Sticker-Based Model for DNA ComputationSam T. Roweis, Erik Winfree, Richard Burgoyne, Nickolas V. Chelyapov, Myron F. Goodman, Paul W. K. Rothemund, Leonard M. Adleman. jcb, 5(4):615-630, 1998.

1997

Computing with Action PotentialsJohn J. Hopfield, Carlos D. Brody, Sam T. Roweis. nips 1998:

EM Algorithms for PCA and SPCASam T. Roweis. nips 1998:

Towards articulatory speech recognition: learning smooth maps to recover articulator informationSam T. Roweis, Abeer Alwan. interspeech 1997: [doi]