conftrace_

mutual information

724 papers

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Also known as

MI

Co-occurring keywords

representation learning (6206) contrastive learning (4032) information theory (491) variational inference (2069) information bottleneck (229) unsupervised learning (3264) self-supervised learning (3777) variational autoencoder (1288) graph neural network (3962) disentangled representation (521)

Papers

Gaussian Process Optimization with Mutual Information ICML 2014
Jointly Informative Feature Selection AISTATS 2014
Compact Representation for Image Classification: To Choose or to Compress? CVPR 2014
Squared-loss Mutual Information Regularization: A Novel Information-theoretic Approach to Semi-supervised Learning ICML 2013
Approximate Representations for Multi-Robot Control Policies that Maximize Mutual Information RSS 2013
Optimal Neural Population Codes for High-dimensional Stimulus Variables NIPS 2013
Discriminative Color Descriptors CVPR 2013
Designed Measurements for Vector Count Data NIPS 2013
Least Informative Dimensions NIPS 2013
A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances NIPS 2013
Heterogeneous Auto-similarities of Characteristics (HASC): Exploiting Relational Information for Classification ICCV 2013
Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum $L_p$ Loss NIPS 2012
Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection JMLR 2012
Meta-Gaussian Information Bottleneck NIPS 2012
Exponential Concentration for Mutual Information Estimation with Application to Forests NIPS 2012
Informative Priors for Markov Blanket Discovery AISTATS 2012
Computationally Efficient Sufficient Dimension Reduction via Squared-Loss Mutual Information ACML 2011
On the Estimation of $\alpha$-Divergences AISTATS 2011
How biased are maximum entropy models? NIPS 2011
Query-Aware MCMC NIPS 2011
PAC-Bayesian Analysis of Contextual Bandits NIPS 2011
Information Theoretical Clustering via Semidefinite Programming AISTATS 2011
Multitask Learning without Label Correspondences NIPS 2010
Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance JMLR 2010