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stochastic gradient bandit

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Co-occurring keywords · papers mentioning both

constant learning rate (1) bandit algorithm (1) learning rate (1) multi-armed bandit (1) exploration-exploitation tradeoff (1) global convergence (1) online learning (1) stochastic gradient descent (1)

Papers

Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates NeurIPS 2024