Publications (47)
Operational distance and fidelity for quantum channels
Viacheslav P. Belavkin, Giacomo Mauro D'Ariano, Maxim Raginsky
Poisson's equation in nonlinear filtering
Richard S. Laugesen, Prashant G. Mehta, Sean P. Meyn +1
Information-theoretic analysis of generalization capability of learning algorithms
Aolin Xu, Maxim Raginsky
Joint universal lossy coding and identification of stationary mixing sources with general alphabets
Maxim Raginsky
A recursive procedure for density estimation on the binary hypercube
Maxim Raginsky, Jorge Silva, Svetlana Lazebnik +1
Converses for distributed estimation via strong data processing inequalities
Aolin Xu, Maxim Raginsky
A fidelity measure for quantum channels
Maxim Raginsky
Information-Theoretic Lower Bounds on Bayes Risk in Decentralized Estimation
Aolin Xu, Maxim Raginsky
Divergence-based characterization of fundamental limitations of adaptive dynamical systems
Maxim Raginsky
Performance bounds for expander-based compressed sensing in Poisson noise
Maxim Raginsky, Sina Jafarpour, Zachary Harmany +3
Target Detection Performance Bounds in Compressive Imaging
Kalyani Krishnamurthy, Rebecca Willett, Maxim Raginsky
A complexity-regularized quantization approach to nonlinear dimensionality reduction
Maxim Raginsky
Learning from compressed observations
Maxim Raginsky
Concentration of measure without independence: a unified approach via the martingale method
Aryeh Kontorovich, Maxim Raginsky
Almost any quantum spin system with short-range interactions can support toric codes
Maxim Raginsky
Joint universal lossy coding and identification of i.i.d. vector sources
Maxim Raginsky
Scaling and renormalization in fault-tolerant quantum computers
Maxim Raginsky
Achievability results for statistical learning under communication constraints
Maxim Raginsky
Performance Bounds for Expander-based Compressed Sensing in the presence of Poisson Noise
Sina Jafarpour, Rebecca Willett, Maxim Raginsky +1
Joint fixed-rate universal lossy coding and identification of continuous-alphabet memoryless sources
Maxim Raginsky
Learning finite-dimensional coding schemes with nonlinear reconstruction maps
Jaeho Lee, Maxim Raginsky
Performance bounds on compressed sensing with Poisson noise
Rebecca M. Willett, Maxim Raginsky
Cost-Performance Tradeoffs in Fusing Unreliable Computational Units
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer +1
Dynamical Aspects of Information Storage in Quantum-Mechanical Systems
Maxim Raginsky
On MMSE estimation from quantized observations in the nonasymptotic regime
Jaeho Lee, Maxim Raginsky, Pierre Moulin
Online discrete optimization in social networks in the presence of Knightian uncertainty
Maxim Raginsky, Angelia NediÄ
Information-theoretic lower bounds for distributed function computation
Aolin Xu, Maxim Raginsky
Compressed sensing performance bounds under Poisson noise
Maxim Raginsky, Rebecca M. Willett, Zachary T. Harmany +1
Empirical processes, typical sequences and coordinated actions in standard Borel spaces
Maxim Raginsky
Joint universal lossy coding and identification of stationary mixing sources
Maxim Raginsky
EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer
Concentration of Measure Inequalities and Their Communication and Information-Theoretic Applications
Maxim Raginsky, Igal Sason
Sequential anomaly detection in the presence of noise and limited feedback
Maxim Raginsky, Rebecca Willett, Corinne Horn +2
Strong data processing inequalities and $Φ$-Sobolev inequalities for discrete channels
Maxim Raginsky
Relax but stay in control: from value to algorithms for online Markov decision processes
Peng Guan, Maxim Raginsky, Rebecca Willett
Concentration of Measure Inequalities in Information Theory, Communications and Coding (Second Edition)
Maxim Raginsky, Igal Sason
Strictly contractive quantum channels and physically realizable quantum computers
Maxim Raginsky
Theoretical guarantees for sampling and inference in generative models with latent diffusions
Belinda Tzen, Maxim Raginsky
Fishing in Poisson streams: focusing on the whales, ignoring the minnows
Maxim Raginsky, Sina Jafarpour, Rebecca Willett +1
Rationally inattentive control of Markov processes
Ehsan Shafieepoorfard, Maxim Raginsky, Sean P. Meyn
Generation and manipulation of squeezed states of light in optical networks for quantum communication and computation
Maxim Raginsky, Prem Kumar
Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis
Maxim Raginsky, Alexander Rakhlin, Matus Telgarsky
Entropy-energy balance in noisy quantum computers
Maxim Raginsky
Radon-Nikodym derivatives of quantum operations
Maxim Raginsky
A Phase Transition and Stochastic Domination in Pippenger's Probabilistic Failure Model for Boolean Networks with Unreliable Gates
Maxim Raginsky
Quantum system identification
Maxim Raginsky
Entropy production rates of bistochastic strictly contractive quantum channels on a matrix algebra
Maxim Raginsky