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Martin J. Wainwright
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Martin J. Wainwright15 visible / 15 total nodes / 24 links

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Co-authorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalMartin J. WainwrightAMartin J. WainwrightResearcherTILT: Target-induced loss tilting under covariate shiftWTILT: Target-induced lo...preprint / 2026Kakei YamamotoAKakei YamamotoResearcherDiscussion: Latent variable graphical model selection via convex optimizationWDiscussion: Latent vari...preprint / 2012Machine LearningTMachine Learning49008 worksStabilizing Q-learning with Linear Architectures for Provably Efficient LearningWStabilizing Q-learning ...preprint / 2022Minimax-optimal rates for sparse additive models over kernel classes via convex programmingWMinimax-optimal rates f...preprint / 2011Instance-dependent $\ell_\infty$-bounds for policy evaluation in tabular reinforcement learningWInstance-dependent $\el...preprint / 2020FedSplit: An algorithmic framework for fast federated optimizationWFedSplit: An algorithmi...preprint / 2020High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regressionWHigh-dimensional Ising ...preprint / 2010Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-ballsWMinimax rates of estima...preprint / 2009Approximation properties of certain operator-induced norms on Hilbert spacesWApproximation propertie...preprint / 2011Restricted strong convexity and weighted matrix completion: Optimal bounds with noiseWRestricted strong conve...preprint / 2011Support union recovery in high-dimensional multivariate regressionWSupport union recovery ...preprint / 2011Stochastic Belief Propagation: A Low-Complexity Alternative to the Sum-Product AlgorithmWStochastic Belief Propa...preprint / 2012
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Martin J. Wainwright

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PaperTILT: Target-induced loss tilting under covariate shiftAuthorship / preprint / 2026PersonKakei YamamotoCo-authorship / ResearcherPaperDiscussion: Latent variable graphical model selection via convex optimizationAuthorship / preprint / 2012TopicMachine LearningWorks on / 49008 worksPaperStabilizing Q-learning with Linear Architectures for Provably Efficient LearningAuthorship / preprint / 2022PaperMinimax-optimal rates for sparse additive models over kernel classes via convex programmingAuthorship / preprint / 2011PaperInstance-dependent ℓ∞\ell_\infty-bounds for policy evaluation in tabular reinforcement learningAuthorship / preprint / 2020PaperFedSplit: An algorithmic framework for fast federated optimizationAuthorship / preprint / 2020

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