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berry-esseen bound

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confidence interval (2) multiplier bootstrap (1) linear stochastic approximation (1) resampling method (1) bootstrap method (1) polyak-ruppert averaging (1) uncertainty quantification (1) temporal difference learning (1) stochastic gradient descent (1)

Papers

Cheap Bootstrap for Fast Uncertainty Quantification of Stochastic Gradient Descent JMLR 2026 Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning NeurIPS 2024