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Information Theory

498 papers

Papers per year

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7
14
38
22
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Papers

Information-theoretic analysis of generalization capability of learning algorithms NIPS 2017
Discovering Potential Correlations via Hypercontractivity NIPS 2017
Simple strategies for recovering inner products from coarsely quantized random projections NIPS 2017
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS 2017
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function ACL 2017
Near-optimal Bayesian Active Learning with Correlated and Noisy Tests AISTATS 2017
NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance CVPR 2017
The Impact of Typicality for Informative Representative Selection CVPR 2017
Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy CVPR 2017
Optimal encoding! - Information Theory constrains article omission in newspaper headlines EACL 2017
Learning the Structure of Variable-Order CRFs: a finite-state perspective EMNLP 2017
Nonparanormal Information Estimation ICML 2017
Sifting Common Information from Many Variables IJCAI 2017
An Information Theoretic Analysis of the Temporal Synchrony Between Head Gestures and Prosodic Patterns in Spontaneous Speech INTERSPEECH 2017
An Investigation of Crowd Speech for Room Occupancy Estimation INTERSPEECH 2017
Measuring Encoding Efficiency in Swedish and English Language Learner Speech Production INTERSPEECH 2017
Homogeneity Measure Impact on Target and Non-Target Trials in Forensic Voice Comparison INTERSPEECH 2017
Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods NIPS 2016
Efficient state-space modularization for planning: theory, behavioral and neural signatures NIPS 2016
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NIPS 2016
Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing NIPS 2016
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NIPS 2016
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula NIPS 2016
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information NIPS 2016
Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices AISTATS 2016