conftrace_

high probability bound

28 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (9) non-convex optimization (7) stochastic optimization (6) generalization bound (5) convergence rate (4) regret bound (4) gradient clipping (3) online learning (3) learning theory (3) heavy tail (2)

Papers

Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities NeurIPS 2018 Fast rates with high probability in exp-concave statistical learning AISTATS 2017 Explore no more: Improved high-probability regret bounds for non-stochastic bandits NeurIPS 2015