information theory

Minimal Achievable Sufficient Statistic Learning ICML 2019 Morphological Irregularity Correlates with Frequency ACL 2019 Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data AAAI 2019 Optimal Sampling and Clustering in the Stochastic Block Model NeurIPS 2019 Partial Or Complete, That’s The Question NAACL 2019 Quantifying Expectation Modulation in Human Speech Processing Interspeech 2019 Real-Time Information-Theoretic Exploration with Gaussian Mixture Model Maps RSS 2019 REM: From Structural Entropy to Community Structure Deception NeurIPS 2019 Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff ICML 2019 Same-Cluster Querying for Overlapping Clusters NeurIPS 2019 Structure Learning with Side Information: Sample Complexity NeurIPS 2019 The information-theoretic value of unlabeled data in semi-supervised learning ICML 2019 The Scientization of Literary Study NAACL 2019 The Termination Critic AISTATS 2019 Towards Understanding Linear Word Analogies ACL 2019 Transferability and Hardness of Supervised Classification Tasks ICCV 2019 Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering IJCAI 2019 Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels NeurIPS 2019 Understanding VAEs in Fisher-Shannon Plane AAAI 2019 An Information-Theoretic Analysis for Thompson Sampling with Many Actions NeurIPS 2018 An Information Theory based Approach to Multisource Clustering IJCAI 2018 Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog NeurIPS 2018 Chaining Mutual Information and Tightening Generalization Bounds NeurIPS 2018 Contextual Stochastic Block Models NeurIPS 2018 Deepcode: Feedback Codes via Deep Learning NeurIPS 2018