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Barnabas Poczos

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Carnegie Mellon University,

FuSSO: Functional Shrinkage and Selection Operator

Mar 09, 2014
Junier B. Oliva, Barnabas Poczos, Timothy Verstynen, Aarti Singh, Jeff Schneider, Fang-Cheng Yeh, Wen-Yih Tseng

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Distribution-Free Distribution Regression

Feb 01, 2013
Barnabas Poczos, Alessandro Rinaldo, Aarti Singh, Larry Wasserman

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Copula-based Kernel Dependency Measures

Jun 18, 2012
Barnabas Poczos, Zoubin Ghahramani, Jeff Schneider

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Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions

Feb 14, 2012
Barnabas Poczos, Liang Xiong, Jeff Schneider

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Collaborative Filtering via Group-Structured Dictionary Learning

Jan 01, 2012
Zoltan Szabo, Barnabas Poczos, Andras Lorincz

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D-optimal Bayesian Interrogation for Parameter and Noise Identification of Recurrent Neural Networks

Jan 12, 2008
Barnabas Poczos, Andras Lorincz

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Undercomplete Blind Subspace Deconvolution

May 20, 2007
Zoltan Szabo, Barnabas Poczos, Andras Lorincz

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Kalman-filtering using local interactions

Feb 28, 2003
Barnabas Poczos, Andras Lorincz

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