Sam T. Roweis

According to our database, Sam T. Roweis authored at least 45 papers between 1997 and 2011.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2011

Two Distributed-State Models For Generating High-Dimensional Time Series.

Graham W. Taylor, Geoffrey E. Hinton, Sam T. Roweis

J. Mach. Learn. Res., 2011

Recommender Systems, Missing Data and Statistical Model Estimation.

Benjamin M. Marlin, Richard S. Zemel, Sam T. Roweis, Malcolm Slaney

Proceedings of the IJCAI 2011, 2011

2008

Learning stick-figure models using nonparametric Bayesian priors over trees.

Edward Meeds, David A. Ross, Richard S. Zemel, Sam T. Roweis

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Visualizing pairwise similarity via semidefinite programming.

Amir Globerson, Sam T. Roweis

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Difference detection in LC-MS data for protein biomarker discovery.

Jennifer Listgarten, Radford M. Neal, Sam T. Roweis, Peter Wong, Andrew Emili

Bioinform., 2007

Collaborative Filtering and the Missing at Random Assumption.

Benjamin M. Marlin, Richard S. Zemel, Sam T. Roweis, Malcolm Slaney

Proceedings of the UAI 2007, 2007

Convex Learning with Invariances.

Choon Hui Teo, Amir Globerson, Sam T. Roweis, Alexander J. Smola

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006

Removing camera shake from a single photograph.

Robert Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis, William T. Freeman

ACM Trans. Graph., 2006

Modeling Human Motion Using Binary Latent Variables.

Graham W. Taylor, Geoffrey E. Hinton, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Modeling Dyadic Data with Binary Latent Factors.

Edward Meeds, Zoubin Ghahramani, Radford M. Neal, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure.

Jennifer Listgarten, Radford M. Neal, Sam T. Roweis, Rachel Puckrin, Sean Cutler

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

An investigation of computational and informational limits in Gaussian mixture clustering.

Nathan Srebro, Gregory Shakhnarovich, Sam T. Roweis

Proceedings of the Machine Learning, 2006

Nightmare at test time: robust learning by feature deletion.

Amir Globerson, Sam T. Roweis

Proceedings of the Machine Learning, 2006

2005

Mining student CVS repositories for performance indicators.

Keir Mierle, Kevin Laven, Sam T. Roweis, Greg Wilson

ACM SIGSOFT Softw. Eng. Notes, 2005

Metric Learning by Collapsing Classes.

Amir Globerson, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

A Statistical Learning Approach To Document Image Analysis.

Kevin Laven, Scott Leishman, Sam T. Roweis

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

A segment based probabilistic generative model of speech.

Kannan Achan, Sam T. Roweis, Aaron Hertzmann, Brendan J. Frey

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Unsupervised Learning with Non-Ignorable Missing Data.

Benjamin M. Marlin, Sam T. Roweis, Richard S. Zemel

Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

Automatic Speech Processing by Inference in Generative Models.

Sam T. Roweis

Proceedings of the Speech Separation by Humans and Machines, 2005

2004

Multiple Alignment of Continuous Time Series.

Jennifer Listgarten, Radford M. Neal, Sam T. Roweis, Andrew Emili

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Neighbourhood Components Analysis.

Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinton, Ruslan Salakhutdinov

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Hierarchical Clustering of a Mixture Model.

Jacob Goldberger, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003

Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifold.

Lawrence K. Saul, Sam T. Roweis

J. Mach. Learn. Res., 2003

On the Convergence of Bound Optimization Algorithms.

Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani

Proceedings of the UAI '03, 2003

Non-linear CCA and PCA by Alignment of Local Models.

Jakob J. Verbeek, Sam T. Roweis, Nikos Vlassis

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Inferring State Sequences for Non-linear Systems with Embedded Hidden Markov Models.

Radford M. Neal, Matthew J. Beal, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Probabilistic Inference of Speech Signals from Phaseless Spectrograms.

Kannan Achan, Sam T. Roweis, Brendan J. Frey

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Factorial models and refiltering for speech separation and denoising.

Sam T. Roweis

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Optimization with EM and Expectation-Conjugate-Gradient.

Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani

Proceedings of the Machine Learning, 2003

Adaptive Overrelaxed Bound Optimization Methods.

Ruslan Salakhutdinov, Sam T. Roweis

Proceedings of the Machine Learning, 2003

Simultaneous Localization and Surveying with Multiple Agents.

Sam T. Roweis, Ruslan Salakhutdinov

Proceedings of the Switching and Learning in Feedback Systems, 2003

2002

Automatic Alignment of Local Representations.

Yee Whye Teh, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Stochastic Neighbor Embedding.

Geoffrey E. Hinton, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

An Alternate Objective Function for Markovian Fields.

Sham M. Kakade, Yee Whye Teh, Sam T. Roweis

Proceedings of the Machine Learning, 2002

2001

Global Coordination of Local Linear Models.

Sam T. Roweis, Lawrence K. Saul, Geoffrey E. Hinton

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000

One Microphone Source Separation.

Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999

A Unifying Review of Linear Gaussian Models.

Sam T. Roweis, Zoubin Ghahramani

Neural Comput., 1999

On the Reduction of Errors in DNA Computation.

Sam T. Roweis, Erik Winfree

J. Comput. Biol., 1999

On Applying Molecular Computation to the Data Encryption Standard.

Leonard M. Adleman, Paul W. K. Rothemund, Sam T. Roweis, Erik Winfree

J. Comput. Biol., 1999

Constrained Hidden Markov Models.

Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998

A Sticker-Based Model for DNA Computation.

Sam T. Roweis, Erik Winfree, Richard Burgoyne, Nickolas V. Chelyapov, Myron F. Goodman, Paul W. K. Rothemund, Leonard M. Adleman

J. Comput. Biol., 1998

Learning Nonlinear Dynamical Systems Using an EM Algorithm.

Zoubin Ghahramani, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1997

EM Algorithms for PCA and SPCA.

Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Computing with Action Potentials.

John J. Hopfield, Carlos D. Brody, Sam T. Roweis

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Towards articulatory speech recognition: learning smooth maps to recover articulator information.

Sam T. Roweis, Abeer Alwan

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997