Concentration Without Independence via Information Measures
Author:
Affiliation:
1. Institute of Science and Technology Austria (ISTA), Klosterneuburg, Austria
Funder
2019 Lopez-Loreta Prize
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx7/18/10536118/10440389.pdf?arnumber=10440389
Reference37 articles.
1. Concentration of Measure Inequalities in Information Theory, Communications, and Coding: Third Edition
2. On the method of bounded differences
3. Hoeffding’s inequality for general Markov chains and its applications to statistical learning;Fan;J. Mach. Learn. Res.,2021
4. A measure concentration inequality for contracting markov chains
5. Bounding $\bar{d}$-distance by informational divergence: a method to prove measure concentration
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