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shannon entropy

26 papers

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Co-occurring keywords

information theory (491) entropy estimation (49) sample complexity (1169) random projection (145) data stream (65) renyi entropy (11) compressed counting (3) shannon entropy estimation (2) symmetric stable random projections (2) distribution testing (61)

Papers

ERGO: Entropy-guided Resetting for Generation Optimization in Multi-turn Language Models EMNLP 2025
Dataset Distillation as Data Compression: A Rate-Utility Perspective ICCV 2025
Strategies, Credences, and Shannon Entropy: Reasoning about Strategic Uncertainty in Stochastic Environments IJCAI 2025
A Survey of Structural Entropy: Theory, Methods, and Applications IJCAI 2025
On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025
Large-Scale Bitext Corpora Provide New Evidence for Cognitive Representations of Spatial Terms EACL 2024
Entropy testing and its application to testing Bayesian networks NIPS 2024
Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy EACL 2024
Tokenization and the Noiseless Channel ACL 2023
Private and Communication-Efficient Algorithms for Entropy Estimation NIPS 2022
On the Interplay between Information Loss and Operation Loss in Representations for Classification AISTATS 2022
Estimating the Entropy of Linguistic Distributions ACL 2022
Bessel Smoothing and Multi-Distribution Property Estimation COLT 2020
Data Amplification: Instance-Optimal Property Estimation ICML 2020
K-Nearest Neighbors Hashing CVPR 2019
Entropy Rate Estimation for Markov Chains with Large State Space NIPS 2018
Constant Regret, Generalized Mixability, and Mirror Descent NIPS 2018
An Analytical and Experimental Comparison of Maximal Lottery Schemes IJCAI 2018
Existence and Uniqueness of Proper Scoring Rules JMLR 2015
Bayesian Entropy Estimation for Countable Discrete Distributions JMLR 2014
A simple sketching algorithm for entropy estimation over streaming data AISTATS 2013
Two-Sided Exponential Concentration Bounds for Bayes Error Rate and Shannon Entropy ICML 2013
Entropy Estimations Using Correlated Symmetric Stable Random Projections NIPS 2012
Exponential Concentration for Mutual Information Estimation with Application to Forests NIPS 2012
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011