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Maxim Raginsky | Researchclopedia

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Maxim Raginsky

University of Illinois Urbana-Champaign ORCID

209

Works

3,738

Citations

33

h-index

65

i10-index

Research Topics

Machine Learning and Algorithms Wireless Communication Security Techniques Sparse and Compressive Sensing Techniques

Affiliations

Northwestern University2001–2005

Conference Board2023–2023

University of Illinois Urbana-Champaign2005–2026

University of Arkansas at Monticello2023–2023

Duke University2008–2012

Top Works

Locality-sensitive binary codes from shift-invariant kernels

Maxim Raginsky,Svetlana Lazebnik

2009616 citations

Advanced Bandit Algorithms Research

Distributed Sensor Networks and Detection Algorithms

Supervised Learning of Quantizer Codebooks by Information Loss Minimization

Svetlana Lazebnik,Maxim Raginsky

2009224 citations

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

Maxim Raginsky,Igal Sason

2013184 citations

Compressed Sensing Performance Bounds Under Poisson Noise

Maxim Raginsky,Rebecca Willett,et al.

2010160 citations

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

Maxim Raginsky,Alexander Rakhlin,et al.

2017152 citations

Information-theoretic analysis of generalization capability of learning algorithms

Aolin Xu,Maxim Raginsky

2017130 citations

Strong Data Processing Inequalities and <inline-formula> <tex-math notation="LaTeX">$\Phi $ </tex-math> </inline-formula>-Sobolev Inequalities for Discrete Channels

2016112 citations

Information-theoretic analysis of generalization capability of learning algorithms

Aolin Xu,Maxim Raginsky

2017102 citations

Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs

Soomin Lee,Angelia Nedić,et al.

201791 citations