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Max Simchowitz
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Max Simchowitz13 visible / 13 total nodes / 12 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipMax SimchowitzAMax SimchowitzResearcherMLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AIWMLS-Bench: A Holistic a...preprint / 2026OGPO: Sample Efficient Full-Finetuning of Generative Control PoliciesWOGPO: Sample Efficient ...preprint / 2026Tight Query Complexity Lower Bounds for PCA via Finite Sample Deformed Wigner LawWTight Query Complexity ...preprint / 2020Improper Learning for Non-Stochastic ControlWImproper Learning for N...preprint / 2020Best-of-K BanditsWBest-of-K Banditspreprint / 2016Globally Convergent Policy Search over Dynamic Filters for Output EstimationWGlobally Convergent Pol...preprint / 2022Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear FunctionsWEfficient and Near-Opti...preprint / 2022Beyond No Regret: Instance-Dependent PAC Reinforcement LearningWBeyond No Regret: Insta...preprint / 2022Do Differentiable Simulators Give Better Policy Gradients?WDo Differentiable Simul...preprint / 2022Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine LearningWBalancing Competing Obj...preprint / 2020Logarithmic Regret for Adversarial Online ControlWLogarithmic Regret for ...preprint / 2020Gradient Descent Converges to MinimizersWGradient Descent Conver...preprint / 2016
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Max Simchowitz

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PaperMLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AIAuthorship / preprint / 2026PaperOGPO: Sample Efficient Full-Finetuning of Generative Control PoliciesAuthorship / preprint / 2026PaperTight Query Complexity Lower Bounds for PCA via Finite Sample Deformed Wigner LawAuthorship / preprint / 2020PaperImproper Learning for Non-Stochastic ControlAuthorship / preprint / 2020PaperBest-of-K BanditsAuthorship / preprint / 2016PaperGlobally Convergent Policy Search over Dynamic Filters for Output EstimationAuthorship / preprint / 2022PaperEfficient and Near-Optimal Smoothed Online Learning for Generalized Linear FunctionsAuthorship / preprint / 2022PaperBeyond No Regret: Instance-Dependent PAC Reinforcement LearningAuthorship / preprint / 2022

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