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Information Theory

498 papers

Papers per year

4
7
14
38
22
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Papers

Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces AISTATS 2016
Controlling Bias in Adaptive Data Analysis Using Information Theory AISTATS 2016
Modeling Diachronic Change in Scientific Writing with Information Density COLING 2016
Information-theoretic thresholds for community detection in sparse networks COLT 2016
The Next Best Underwater View CVPR 2016
Variable Elimination in the Fourier Domain ICML 2016
The Information-Theoretic Requirements of Subspace Clustering with Missing Data ICML 2016
Barron and Cover’s Theory in Supervised Learning and its Application to Lasso ICML 2016
Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016
Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications ICML 2016
EVS Channel Aware Mode Robustness to Frame Erasures INTERSPEECH 2016
Sinusoidal Modelling for Ecoacoustics INTERSPEECH 2016
Combining Energy and Cross-Entropy Analysis for Nuclear Segments Detection INTERSPEECH 2016
An Information-Theoretic Analysis of Thompson Sampling JMLR 2016
Adjusting for Chance Clustering Comparison Measures JMLR 2016
Estimating Mutual Information in Under-Reported Variables PGM 2016
Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations NIPS 2015
Testing Closeness With Unequal Sized Samples NIPS 2015
Saliency, Scale and Information: Towards a Unifying Theory NIPS 2015
Discrete Rényi Classifiers NIPS 2015
Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015
On Estimating L_2^2 Divergence AISTATS 2015
Sequential Information Maximization: When is Greedy Near-optimal? COLT 2015
Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015