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Information Theory

495 directly classified papers

Papers per year

Papers

The Impact of Typicality for Informative Representative Selection CVPR 2017
Semisupervised Clustering, AND-Queries and Locally Encodable Source Coding NIPS 2017
Information-theoretic analysis of generalization capability of learning algorithms NIPS 2017
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS 2017
Learning the Structure of Variable-Order CRFs: a finite-state perspective EMNLP 2017
Measuring Encoding Efficiency in Swedish and English Language Learner Speech Production INTERSPEECH 2017
An Investigation of Crowd Speech for Room Occupancy Estimation INTERSPEECH 2017
f-GANs in an Information Geometric Nutshell NIPS 2017
Simple strategies for recovering inner products from coarsely quantized random projections NIPS 2017
Sifting Common Information from Many Variables IJCAI 2017
Nonparanormal Information Estimation ICML 2017
Information Theoretic Properties of Markov Random Fields, and their Algorithmic Applications NIPS 2017
Quantifying how much sensory information in a neural code is relevant for behavior NIPS 2017
Discovering Potential Correlations via Hypercontractivity NIPS 2017
Combining Energy and Cross-Entropy Analysis for Nuclear Segments Detection INTERSPEECH 2016
Efficient state-space modularization for planning: theory, behavioral and neural signatures NIPS 2016
Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing NIPS 2016
Barron and Cover’s Theory in Supervised Learning and its Application to Lasso ICML 2016
Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016
Modeling Diachronic Change in Scientific Writing with Information Density COLING 2016
The Information-Theoretic Requirements of Subspace Clustering with Missing Data ICML 2016
Information-theoretic thresholds for community detection in sparse networks COLT 2016
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information NIPS 2016
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula NIPS 2016
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NIPS 2016