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martingale central limit theorem

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confidence interval (2) adaptive linear regression (1) normal approximation (1) linear quadratic adaptive control (1) stein method (1) regret bound (1) multi-armed bandit (1) finite-sample analysis (1) polyak-ruppert averaging (1) bias correction (1)

Papers

Exact Asymptotics for Linear Quadratic Adaptive Control JMLR 2021 Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT COLT 2019 Accurate Inference for Adaptive Linear Models ICML 2018