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Representation Learning

20,812 papers

Papers per year

2
9
101
309
2011
2283
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Papers

MISEP -- Linear and Nonlinear ICA Based on Mutual Information JMLR 2003
Statistical Dynamics of On-line Independent Component Analysis JMLR 2003
Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions JMLR 2003
Kernel Independent Component Analysis JMLR 2002
Learning Probabilistic Models of Link Structure JMLR 2002
Learning to Construct Fast Signal Processing Implementations JMLR 2002
Regularized Principal Manifolds JMLR 2001
Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space JMLR 2001
Support Vector Clustering JMLR 2001
Classes of Kernels for Machine Learning: A Statistics Perspective JMLR 2001
Learning with Mixtures of Trees JMLR 2000
Dependency Networks for Inference, Collaborative Filtering, and Data Visualization JMLR 2000