Concepedia

Maxim Raginsky

MR

56

Publications

3.3K

Citations

31

H-Index

2001

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Duke University

University of Pennsylvania

Northwestern University

University of North Carolina at Chapel Hill

Maxim Raginsky is an author at University of Illinois Urbana-Champaign specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceProbabilityMachine LearningStatistical InferenceInformationEntropyStatisticsSignal Processing

Publications per year

2001–2022

56

Publications

56

Locality-sensitive binary codes from shift-invariant kernels

Maxim Raginsky, Svetlana Lazebnik · 2009 · 615 citations

Supervised Learning of Quantizer Codebooks by Information Loss Minimization

Svetlana Lazebnik, Maxim Raginsky · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 224 citations

Multiple Instance Learning, Engineering, Machine Learning +18

Concentration of Measure Inequalities in Information Theory, Communications, and Coding

Maxim Raginsky, Igal Sason · Foundations and Trends® in Communications and Information Theory · 2013 · 183 citations

Compressed Sensing Performance Bounds Under Poisson Noise

Maxim Raginsky, Rebecca Willett, Zachary T. Harmany et al. · IEEE Transactions on Signal Processing · 2010 · 159 citations · Full text

Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis

Maxim Raginsky, Alexander Rakhlin, Matus Telgarsky · arXiv (Cornell University) · 2017 · 152 citations · Full text

Global Minimizers, Engineering, Data Science +13

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