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Chi Jin
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Chi Jin13 visible / 13 total nodes / 12 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipChi JinAChi JinResearcherWhat is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?WWhat is Local Optimalit...preprint / 2020Reward-Free Exploration for Reinforcement LearningWReward-Free Exploration...preprint / 2020Differentially Private Data Releasing for Smooth Queries with Synthetic Database OutputWDifferentially Private ...preprint / 2014Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient DescentWProvable Efficient Onli...preprint / 2016Robust Shift-and-Invert Preconditioning: Faster and More Sample Efficient Algorithms for Eigenvector ComputationWRobust Shift-and-Invert...preprint / 2016Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic ConsequencesWLocal Maxima in the Lik...preprint / 2016Provable Reinforcement Learning with a Short-Term MemoryWProvable Reinforcement ...preprint / 2022Provable Meta-Learning of Linear RepresentationsWProvable Meta-Learning ...preprint / 2022Globally convergent visual-feature range estimation with biased inertial measurementsWGlobally convergent vis...preprint / 2022On Function Approximation in Reinforcement Learning: Optimism in the Face of Large State SpacesWOn Function Approximati...preprint / 2020Near-Optimal Reinforcement Learning with Self-PlayWNear-Optimal Reinforcem...preprint / 2020Provable Self-Play Algorithms for Competitive Reinforcement LearningWProvable Self-Play Algo...preprint / 2020
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Chi Jin

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PaperWhat is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?Authorship / preprint / 2020PaperReward-Free Exploration for Reinforcement LearningAuthorship / preprint / 2020PaperDifferentially Private Data Releasing for Smooth Queries with Synthetic Database OutputAuthorship / preprint / 2014PaperProvable Efficient Online Matrix Completion via Non-convex Stochastic Gradient DescentAuthorship / preprint / 2016PaperRobust Shift-and-Invert Preconditioning: Faster and More Sample Efficient Algorithms for Eigenvector ComputationAuthorship / preprint / 2016PaperLocal Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic ConsequencesAuthorship / preprint / 2016PaperProvable Reinforcement Learning with a Short-Term MemoryAuthorship / preprint / 2022PaperProvable Meta-Learning of Linear RepresentationsAuthorship / preprint / 2022

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