conftrace_

mutual information

835 papers

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Also known as

MI

Co-occurring keywords · papers mentioning both

representation learning (165) contrastive learning (83) information bottleneck (59) variational inference (58) information theory (55) unsupervised learning (49) self-supervised learning (44) variational autoencoder (30) graph neural network (29) neural network (29)

Papers

Discovering Weakly-Interacting Factors in a Complex Stochastic Process NeurIPS 2007 Efficient Principled Learning of Thin Junction Trees NeurIPS 2007 An Information Theoretic Framework for Eukaryotic Gradient Sensing NeurIPS 2006 A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests JMLR 2006 Kernel Methods for Measuring Independence JMLR 2005 Dependence, Correlation and Gaussianity in Independent Component Analysis JMLR 2003 Feature Extraction by Non-Parametric Mutual Information Maximization JMLR 2003 MISEP -- Linear and Nonlinear ICA Based on Mutual Information JMLR 2003 Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions JMLR 2002 Kernel Independent Component Analysis JMLR 2002