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Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
Free accessArXiv | 2024| -
Achieving the Bayes Error Rate in Synchronization and Block Models by SDP, Robustly
Free accessArXiv | 2019| -
Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation
Free accessArXiv | 2018| -
Hidden Integrality and Semi-random Robustness of SDP Relaxation for Sub-Gaussian Mixture Model
Free accessArXiv | 2018| -
Exponential error rates of SDP for block models: Beyond Grothendieck's inequality
Free accessArXiv | 2017| -
Orthogonal Matching Pursuit with Noisy and Missing Data: Low and High Dimensional Results
Free accessArXiv | 2012| -
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees
Free accessArXiv | 2015| -
Algorithmic Regularization in Model-free Overparametrized Asymmetric Matrix Factorization
Free accessArXiv | 2022| -
Bias and Extrapolation in Markovian Linear Stochastic Approximation with Constant Stepsizes
Free accessArXiv | 2022| -
Low-rank matrix recovery with non-quadratic loss: projected gradient method and regularity projection oracle
Free accessArXiv | 2020|
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