☰

Sam T. Roweis - Publications

Affiliations: 
2001-2007 University of Toronto, Toronto, ON, Canada 
 2007-2009 Google, Inc., Mountain View, CA, United States 
 2009-2010 Computer Science New York University, New York, NY, United States 
Area:
Machine learning
Website:
http://www.cs.nyu.edu/~roweis/
Tree Info Grants Similar researchers PubMed Report error

22 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2011 Marlin BM, Zemel RS, Roweis ST, Slaney M. Recommender systems: Missing data and statistical model estimation Ijcai International Joint Conference On Artificial Intelligence. 2686-2691. DOI: 10.5591/978-1-57735-516-8/IJCAI11-447  0.559
2011 Taylor GW, Hinton GE, Roweis ST. Two distributed-state models for generating high-dimensional time series Journal of Machine Learning Research. 12: 1025-1068.  0.602
2008 Meeds EW, Ross DA, Zemel RS, Roweis ST. Learning stick-figure models using nonparametric Bayesian priors over trees 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587559  0.566
2007 Listgarten J, Neal RM, Roweis ST, Wong P, Emili A. Difference detection in LC-MS data for protein biomarker discovery. Bioinformatics (Oxford, England). 23: e198-204. PMID 17237092 DOI: 10.1093/bioinformatics/btl326  0.505
2007 Meeds E, Ghahramani Z, Neal R, Roweis S. Modeling dyadic data with binary latent factors Advances in Neural Information Processing Systems. 977-984.  0.607
2007 Taylor GW, Hinton GE, Roweis S. Modeling human motion using binary latent variables Advances in Neural Information Processing Systems. 1345-1352.  0.674
2005 Achan K, Roweis S, Hertzmann A, Frey B. A segment-based probabilistic generative model of speech Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. V221-V224. DOI: 10.1109/ICASSP.2005.1416280  0.537
2005 Goldberger J, Roweis S, Hinton G, Salakhutdinov R. Neighbourhood components analysis Advances in Neural Information Processing Systems.  0.68
2005 Roweis ST, Salakhutdinov RR. Simultaneous localization and surveying with multiple agents Lecture Notes in Computer Science. 3355: 313-332.  0.546
2005 Marlin BM, Roweis ST, Zemel RS. Unsupervised learning with non-ignorable missing data Aistats 2005 - Proceedings of the 10th International Workshop On Artificial Intelligence and Statistics. 222-229.  0.548
2003 Peng WT, Robinson MD, Mnaimneh S, Krogan NJ, Cagney G, Morris Q, Davierwala AP, Grigull J, Yang X, Zhang W, Mitsakakis N, Ryan OW, Datta N, Jojic V, Pal C, ... ... Roweis S, et al. A panoramic view of yeast noncoding RNA processing. Cell. 113: 919-33. PMID 12837249 DOI: 10.1016/S0092-8674(03)00466-5  0.545
2003 Salakhutdinov R, Roweis S, Ghahramani Z. Optimization with EM and Expectation-Conjugate-Gradient Proceedings, Twentieth International Conference On Machine Learning. 2: 672-679.  0.668
2003 Salakhutdinov R, Roweis S. Adaptive Overrelaxed Bound Optimization Methods Proceedings, Twentieth International Conference On Machine Learning. 2: 664-671.  0.542
2003 Teh YW, Roweis S. Automatic alignment of local representations Advances in Neural Information Processing Systems.  0.505
2002 Roweis S, Saul LK, Hinton GE. Global coordination of local linear models Advances in Neural Information Processing Systems.  0.62
2000 Roweis ST, Saul LK. Nonlinear dimensionality reduction by locally linear embedding. Science (New York, N.Y.). 290: 2323-6. PMID 11125150 DOI: 10.1126/Science.290.5500.2323  0.314
1999 Roweis S, Winfree E. On the reduction of errors in DNA computation. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 6: 65-75. PMID 10223665 DOI: 10.1089/Cmb.1999.6.65  0.658
1999 Adleman LM, Rothemund PW, Roweis S, Winfree E. On applying molecular computation to the data encryption standard. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 6: 53-63. PMID 10223664 DOI: 10.1089/Cmb.1999.6.53  0.679
1999 Roweis S, Ghahramani Z. A unifying review of linear gaussian models. Neural Computation. 11: 305-45. PMID 9950734 DOI: 10.1162/089976699300016674  0.668
1999 Ghahramani Z, Roweis ST. Learning nonlinear dynamical systems using an EM algorithm Advances in Neural Information Processing Systems. 431-437.  0.582
1998 Roweis S, Winfree E, Burgoyne R, Chelyapov NV, Goodman MF, Rothemund PW, Adleman LM. A sticker-based model for DNA computation. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 5: 615-29. PMID 10072080 DOI: 10.1089/Cmb.1998.5.615  0.679
1998 Hopfield JJ, Brody CD, Roweis S. Computing with action potentials Advances in Neural Information Processing Systems. 166-172.  0.627
Show low-probability matches.