← Mathematics
Mathematics & Optimization › Mathematics ›

Information Theory

495 directly classified papers

Papers per year

Papers

Are Female Carpenters like Blue Bananas? A Corpus Investigation of Occupation Gender Typicality ACL 2024
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization AAAI 2024
Approximate Information Tests on Statistical Submanifolds JMLR 2024
Information-theoretic Analysis of Bayesian Test Data Sensitivity AISTATS 2024
Universal Exact Compression of Differentially Private Mechanisms NIPS 2024
Online Sampling and Decision Making with Low Entropy IJCAI 2024
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation NIPS 2024
Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions NIPS 2024
Information Processing Equalities and the Information–Risk Bridge JMLR 2024
An Information-Theoretic Approach to Analyze NLP Classification Tasks ACL 2024
The Sample Complexity of Simple Binary Hypothesis Testing COLT 2024
Gibbs-Based Information Criteria and the Over-Parameterized Regime AISTATS 2024
Applying Information-theoretic Notions to Measure Effects of the Plain English Movement on English Law Reports and Scientific Articles EACL 2024
BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction CVPR 2024
Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs COLT 2024
Information-theoretic hypothesis generation of relative cue weighting for the voicing contrast INTERSPEECH 2024
A Study on the Information Mechanism of the 3rd Tone Sandhi Rule in Mandarin Disyllabic Words INTERSPEECH 2024
Mutual Information Estimation via Normalizing Flows NIPS 2024
Online Estimation via Offline Estimation: An Information-Theoretic Framework NIPS 2024
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NIPS 2024
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NIPS 2024
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning NIPS 2024
Studying the Interplay between Information Loss and Operation Loss in Representations for Classification JMLR 2024
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis NIPS 2024
H-ensemble: An Information Theoretic Approach to Reliable Few-Shot Multi-Source-Free Transfer AAAI 2024