Maxim Raginsky

Maxim Raginsky

University of Illinois Urbana Champaign - Champaign / United States
Engineering & Technology / Electrical & Electronic Engineering
AD Scientific Index ID: 1616169
person_outline Maxim Raginsky's MOST POPULAR ARTICLES
1-) Locality-sensitive binary codes from shift-invariant kernelsM Raginsky, S LazebnikAdvances in neural information processing systems 22, 20097722009
2-) Non-convex learning via stochastic gradient langevin dynamics: a nonasymptotic analysisM Raginsky, A Rakhlin, M TelgarskyConference on Learning Theory, 1674-1703, 20173842017
3-) Information-theoretic analysis of generalization capability of learning algorithmsA Xu, M RaginskyAdvances in Neural Information Processing Systems 30, 20172812017
4-) Concentration of measure inequalities in information theory, communications, and codingM Raginsky, I SasonFoundations and Trends® in Communications and Information Theory 10 (1-2), 1-246, 20132962013
5-) Supervised learning of quantizer codebooks by information loss minimizationS Lazebnik, M RaginskyIEEE transactions on pattern analysis and machine intelligence 31 (7), 1294-1309, 20082852008