Information Theory

Maximum Entropy Distributions: Bit Complexity and Stability COLT 2019 Minimal Achievable Sufficient Statistic Learning ICML 2019 Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach CVPR 2019 Natural Analysts in Adaptive Data Analysis ICML 2019 Neural Linguistic Steganography EMNLP 2019 New results on information theoretic clustering ICML 2019 Nonlinear scaling of resource allocation in sensory bottlenecks NeurIPS 2019 On the Idiosyncrasies of the Mandarin Chinese Classifier System NAACL 2019 Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface AAAI 2019 Real-Time Information-Theoretic Exploration with Gaussian Mixture Model Maps RSS 2019 REM: From Structural Entropy to Community Structure Deception NeurIPS 2019 Sample Complexity of Sinkhorn Divergences AISTATS 2019 Speaking Rate, Information Density, and Information Rate in First-Language and Second-Language Speech Interspeech 2019 Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP 2019 Structure Learning with Side Information: Sample Complexity NeurIPS 2019 Submodular Observation Selection and Information Gathering for Quadratic Models ICML 2019 Testing Conditional Independence on Discrete Data using Stochastic Complexity AISTATS 2019 The Adversarial Attack and Detection under the Fisher Information Metric AAAI 2019 The Scientization of Literary Study NAACL 2019 Towards Understanding Linear Word Analogies ACL 2019 Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering IJCAI 2019 Zeno: Diagnosing Performance Problems with Temporal Provenance NSDI 2019 A New Frequency Coverage Metric and a New Subband Encoding Model, with an Application in Pitch Estimation Interspeech 2018 An explicit analysis of the entropic penalty in linear programming COLT 2018 An Information Theory based Approach to Multisource Clustering IJCAI 2018