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

Extremal Mechanisms for Local Differential Privacy JMLR 2016
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula NIPS 2016
Measuring Dependence Powerfully and Equitably JMLR 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets NIPS 2016
Variational Information Maximization for Feature Selection NIPS 2016
Mixed vine copulas as joint models of spike counts and local field potentials NIPS 2016
Estimating Mutual Information in Under-Reported Variables PGM 2016
Structured Feature Selection ICCV 2015
Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping RSS 2015
Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations NIPS 2015
Sequential Information Maximization: When is Greedy Near-optimal? COLT 2015
Unsupervised Cross-Modal Synthesis of Subject-Specific Scans ICCV 2015
Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015
On Greedy Maximization of Entropy ICML 2015
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning NIPS 2015
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance ICML 2014
Optimal prior-dependent neural population codes under shared input noise NIPS 2014
Learning to Optimize via Information-Directed Sampling NIPS 2014
Nonlinear Information-Theoretic Compressive Measurement Design ICML 2014
Information Theoretical Estimators Toolbox JMLR 2014
Information-Theoretic Characterization of Sparse Recovery AISTATS 2014
Discovering Structure in High-Dimensional Data Through Correlation Explanation NIPS 2014
Exponential Concentration of a Density Functional Estimator NIPS 2014
Sequential Convex Relaxation for Mutual Information-Based Unsupervised Figure-Ground Segmentation CVPR 2014
Demystifying Information-Theoretic Clustering ICML 2014