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Sam T. Roweis | Researchclopedia

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Sam T. Roweis

76

Works

36,117

Citations

42

h-index

62

i10-index

Research Topics

Neural Networks and Applications Face and Expression Recognition Blind Source Separation Techniques

Affiliations

University of New Brunswick2007–2010

University of Southern California1998–1998

California Institute of Technology1997–1999

Google (United States)2007–2010

Mercer University2010–2010

Top Works

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis,Lawrence K. Saul

200014,938 citations

Speech and Audio Processing

Music and Audio Processing

Proceedings of the 25th international conference on Machine learning

William W. Cohen,Andrew McCallum,et al.

20085,542 citations

Removing camera shake from a single photograph

Rob Fergus,Barun Singh,et al.

20061,834 citations

Neighbourhood Components Analysis

Jacob Goldberger,Geoffrey E. Hinton,et al.

20041,727 citations

<i>K</i>-Corrections and Filter Transformations in the Ultraviolet, Optical, and Near-Infrared

Michael R. Blanton,Sam T. Roweis

20071,554 citations

Stochastic Neighbor Embedding

Geoffrey E. Hinton,Sam T. Roweis

20021,456 citations

ASTROMETRY.NET: BLIND ASTROMETRIC CALIBRATION OF ARBITRARY ASTRONOMICAL IMAGES

Dustin Lang,David W. Hogg,et al.

2010983 citations

A Unifying Review of Linear Gaussian Models

Sam T. Roweis,Zoubin Ghahramani

1999877 citations

EM Algorithms for PCA and SPCA

1997732 citations