Sam T. Roweis
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 learningWebsite:
http://www.cs.nyu.edu/~roweis/Google:
"Sam T. Roweis"Bio:
(1972 - 2010)
https://baas.aas.org/pub/sam-roweis-1972-2010
http://samroweis1972-2010.blogspot.nl/
Roweis, Sam T. Data driven production models for speech processing. Dissertation (Ph.D.), California Institute of Technology (1999).
Cross-listing: Neurotree
Parents
Sign in to add mentor| John J. Hopfield | grad student | 1999 | Caltech (Neurotree) | |
| (Data driven production models for speech processing.) | ||||
| Zoubin Ghahramani | post-doc | UCL (Neurotree) | ||
| Geoffrey E. Hinton | post-doc | UCL | ||
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Publications
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| Marlin BM, Zemel RS, Roweis ST, et al. (2011) Recommender systems: Missing data and statistical model estimation Ijcai International Joint Conference On Artificial Intelligence. 2686-2691 |
| Taylor GW, Hinton GE, Roweis ST. (2011) Two distributed-state models for generating high-dimensional time series Journal of Machine Learning Research. 12: 1025-1068 |
| Meeds EW, Ross DA, Zemel RS, et al. (2008) Learning stick-figure models using nonparametric Bayesian priors over trees 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr |
| Listgarten J, Neal RM, Roweis ST, et al. (2007) Difference detection in LC-MS data for protein biomarker discovery. Bioinformatics (Oxford, England). 23: e198-204 |
| Meeds E, Ghahramani Z, Neal R, et al. (2007) Modeling dyadic data with binary latent factors Advances in Neural Information Processing Systems. 977-984 |
| Taylor GW, Hinton GE, Roweis S. (2007) Modeling human motion using binary latent variables Advances in Neural Information Processing Systems. 1345-1352 |
| Achan K, Roweis S, Hertzmann A, et al. (2005) A segment-based probabilistic generative model of speech Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. V221-V224 |
| Goldberger J, Roweis S, Hinton G, et al. (2005) Neighbourhood components analysis Advances in Neural Information Processing Systems |
| Roweis ST, Salakhutdinov RR. (2005) Simultaneous localization and surveying with multiple agents Lecture Notes in Computer Science. 3355: 313-332 |
| Marlin BM, Roweis ST, Zemel RS. (2005) Unsupervised learning with non-ignorable missing data Aistats 2005 - Proceedings of the 10th International Workshop On Artificial Intelligence and Statistics. 222-229 |