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information theory

489 papers

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Also known as

IP IT

Co-occurring keywords

mutual information (717) representation learning (6174) sample complexity (1158) language model (4573) generalization bound (649) learning theory (518) large language model (12755) causal inference (1619) statistical learning (350) unsupervised learning (3255)

Papers

The Termination Critic AISTATS 2019
Understanding VAEs in Fisher-Shannon Plane AAAI 2019
Learning Controllable Fair Representations AISTATS 2019
Data mining Mandarin tone contour shapes ACL 2019
Morphological Irregularity Correlates with Frequency ACL 2019
Learning Set Functions with Limited Complementarity AAAI 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff ICML 2019
A Theory of State Abstraction for Reinforcement Learning AAAI 2019
Informative Object Annotations: Tell Me Something I Don't Know CVPR 2019
Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data AAAI 2019
CCMI : Classifier based Conditional Mutual Information Estimation UAI 2019
The information-theoretic value of unlabeled data in semi-supervised learning ICML 2019
Making the Last Iterate of SGD Information Theoretically Optimal COLT 2019
Structure Learning with Side Information: Sample Complexity NIPS 2019
Partial Or Complete, That’s The Question NAACL 2019
The Scientization of Literary Study NAACL 2019
REM: From Structural Entropy to Community Structure Deception NIPS 2019
Same-Cluster Querying for Overlapping Clusters NIPS 2019
Real-Time Information-Theoretic Exploration with Gaussian Mixture Model Maps RSS 2019
Connections Between Mirror Descent, Thompson Sampling and the Information Ratio NIPS 2019
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels NIPS 2019
Minimal Achievable Sufficient Statistic Learning ICML 2019
Quantifying Expectation Modulation in Human Speech Processing INTERSPEECH 2019
Towards Understanding Linear Word Analogies ACL 2019
Learning to Explain With Complemental Examples CVPR 2019