conftrace_

normal approximation

3 papers

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Co-occurring keywords · papers mentioning both

online linear learning (1) weak interaction (1) empirical bound (1) martingale central limit theorem (1) stein method (1) minimax algorithm (1) confidence interval (1) regret bound (1) online linear optimization (1) polyak-ruppert averaging (1)

Papers

Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT COLT 2019 Empirical bounds for functions with weak interactions COLT 2018 Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations COLT 2014