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Information Theory

495 directly classified papers

Papers per year

Papers

CCMI : Classifier based Conditional Mutual Information Estimation UAI 2019
High-Throughput Computation of Shannon Mutual Information on Chip RSS 2019
Database Alignment with Gaussian Features AISTATS 2019
Sample Complexity of Sinkhorn Divergences AISTATS 2019
On the Idiosyncrasies of the Mandarin Chinese Classifier System NAACL 2019
The Scientization of Literary Study NAACL 2019
Real-Time Information-Theoretic Exploration with Gaussian Mixture Model Maps RSS 2019
Minimal Achievable Sufficient Statistic Learning ICML 2019
Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications ICML 2019
Submodular Observation Selection and Information Gathering for Quadratic Models ICML 2019
Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface AAAI 2019
The Adversarial Attack and Detection under the Fisher Information Metric AAAI 2019
Speaking Rate, Information Density, and Information Rate in First-Language and Second-Language Speech INTERSPEECH 2019
Neural Linguistic Steganography EMNLP 2019
Estimating Entropy of Distributions in Constant Space NIPS 2019
Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering IJCAI 2019
Towards Understanding Linear Word Analogies ACL 2019
Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach CVPR 2019
Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP 2019
Testing Conditional Independence on Discrete Data using Stochastic Complexity AISTATS 2019
A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport NIPS 2019
Fast structure learning with modular regularization NIPS 2019
REM: From Structural Entropy to Community Structure Deception NIPS 2019
Nonlinear scaling of resource allocation in sensory bottlenecks NIPS 2019
Inherent Tradeoffs in Learning Fair Representations NIPS 2019