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Information Theory

495 directly classified papers

Papers per year

Papers

Variable Elimination in the Fourier Domain ICML 2016
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications ICML 2016
An Information-Theoretic Analysis of Thompson Sampling JMLR 2016
Estimating Mutual Information in Under-Reported Variables PGM 2016
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NIPS 2016
Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods NIPS 2016
EVS Channel Aware Mode Robustness to Frame Erasures INTERSPEECH 2016
Sinusoidal Modelling for Ecoacoustics INTERSPEECH 2016
Adjusting for Chance Clustering Comparison Measures JMLR 2016
Controlling Bias in Adaptive Data Analysis Using Information Theory AISTATS 2016
Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces AISTATS 2016
The Next Best Underwater View CVPR 2016
Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016
Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices AISTATS 2016
Existence and Uniqueness of Proper Scoring Rules JMLR 2015
A low variance consistent test of relative dependency ICML 2015
Discrete Rényi Classifiers NIPS 2015
How Many Bits Does it Take for a Stimulus to Be Salient? CVPR 2015
Testing Closeness With Unequal Sized Samples NIPS 2015
Saliency, Scale and Information: Towards a Unifying Theory NIPS 2015
Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015
Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015
On Estimating L_2^2 Divergence AISTATS 2015
Information Geometry and Minimum Description Length Networks ICML 2015