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

NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation EMNLP 2018
Estimators for Multivariate Information Measures in General Probability Spaces NIPS 2018
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML 2018
Chaining Mutual Information and Tightening Generalization Bounds NIPS 2018
GILBO: One Metric to Measure Them All NIPS 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization NIPS 2018
Isolating Sources of Disentanglement in Variational Autoencoders NIPS 2018
Quantifying how much sensory information in a neural code is relevant for behavior NIPS 2017
An Information Theoretic Analysis of the Temporal Synchrony Between Head Gestures and Prosodic Patterns in Spontaneous Speech INTERSPEECH 2017
RUFINO at SemEval-2017 Task 2: Cross-lingual lexical similarity by extending PMI and word embeddings systems with a Swadesh’s-like list SEMEVAL 2017
Discovering Potential Correlations via Hypercontractivity NIPS 2017
Independence clustering (without a matrix) NIPS 2017
MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting IJCNLP 2017
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS 2017
Exploring Personalized Neural Conversational Models IJCAI 2017
Nonparanormal Information Estimation ICML 2017
Lower Bounds on Active Learning for Graphical Model Selection AISTATS 2017
Information Theoretic Properties of Markov Random Fields, and their Algorithmic Applications NIPS 2017
Information-theoretic analysis of generalization capability of learning algorithms NIPS 2017
The Impact of Random Models on Clustering Similarity JMLR 2017
Fundamental limits of symmetric low-rank matrix estimation COLT 2017
Controlling Bias in Adaptive Data Analysis Using Information Theory AISTATS 2016
Mutual Information Based Matching for Causal Inference with Observational Data JMLR 2016
Jointly Informative Feature Selection Made Tractable by Gaussian Modeling JMLR 2016
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NIPS 2016