Information Theory

All posts under tag "Information Theory"

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A New Approach to Distributed Hypothesis Testing and Non-Bayesian   Learning: Improved Learning Rate and Byzantine-Resilience

A New Approach to Distributed Hypothesis Testing and Non-Bayesian Learning: Improved Learning Rate and Byzantine-Resilience

๐Ÿ“ Original Info Title: A New Approach to Distributed Hypothesis Testing and Non-Bayesian Learning: Improved Learning Rate and Byzantine-Resilience ArXiv ID: 1907.03588 Date: 2019-07-09 Authors: Aritra Mitra, John A. Richards and Shreyas Sundaram ๐Ÿ“ โ€ฆ

Systems and Control Computer Science Electrical Engineering and Systems Science Machine Learning Learning Information Theory Mathematics
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Differential Message Importance Measure: A New Approach to the Required Sampling Number in Big Data Structure Characterization

๐Ÿ“ Original Info Title: Differential Message Importance Measure: A New Approach to the Required Sampling Number in Big Data Structure Characterization ArXiv ID: 1801.07083 Date: 2018-01-23 Authors: Shanyun Liu, Rui She and Pingyi Fan ๐Ÿ“ Abstract Data โ€ฆ

Statistics Numerical Analysis Computer Science Data Information Theory Mathematics

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