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56
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CORR
2008
Springer
55views Education» more  CORR 2008»
15 years 3 months ago
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
Francis Bach, Jacob Abernethy, Jean-Philippe Vert,...
145
Voted
CAEPIA
2003
Springer
15 years 9 months ago
A Method to Adaptively Propagate the Set of Samples Used by Particle Filters
Abstract. In recent years, particle filters have emerged as a useful tool that enables the application of Bayesian reasoning to problems requiring dynamic state estimation. The ef...
Alvaro Soto
183
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JMLR
2010
179views more  JMLR 2010»
14 years 10 months ago
PAC-Bayesian Analysis of Co-clustering and Beyond
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
Yevgeny Seldin, Naftali Tishby