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Information Theory

498 papers

Papers per year

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14
38
22
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Papers

Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020
Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection AAAI 2020
It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ACL 2020
Estimating Mutual Information Between Dense Word Embeddings ACL 2020
Maintaining Quality in FEVER Annotation ACL 2020
Imputation estimators for unnormalized models with missing data AISTATS 2020
Formal Limitations on the Measurement of Mutual Information AISTATS 2020
Decentralized Multi-player Multi-armed Bandits with No Collision Information AISTATS 2020
An approximate KLD based experimental design for models with intractable likelihoods AISTATS 2020
Less is Better: A cognitively inspired unsupervised model for language segmentation COLING 2020
Parallels Between Phase Transitions and Circuit Complexity? COLT 2020
Open Problem: Information Complexity of VC Learning COLT 2020
Processing effort is a poor predictor of cross-linguistic word order frequency CONLL 2020
Information-Theoretic Probing with Minimum Description Length EMNLP 2020
Surprisal Predicts Code-Switching in Chinese-English Bilingual Text EMNLP 2020
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions EMNLP 2020
What time is it? Temporal Analysis of Novels EMNLP 2020
Context Aware Local Differential Privacy ICML 2020
Optimal Bounds between f-Divergences and Integral Probability Metrics ICML 2020
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information ICML 2020
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing ICML 2020
Parameterized Rate-Distortion Stochastic Encoder ICML 2020
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications IJCAI 2020
Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks JMLR 2020
Lower Bounds for Learning Distributions under Communication Constraints via Fisher Information JMLR 2020