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CORR
2008
Springer
55views Education» more  CORR 2008»
13 years 4 months ago
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
Francis Bach, Jacob Abernethy, Jean-Philippe Vert,...
CAEPIA
2003
Springer
13 years 10 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
JMLR
2010
179views more  JMLR 2010»
12 years 11 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