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constant learning rate

2 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (2) stochastic gradient bandit (1) transient phase (1) stationary phase (1) convergence diagnostic (1) bandit algorithm (1) learning rate (1) multi-armed bandit (1) exploration-exploitation tradeoff (1) global convergence (1)

Papers

Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates NeurIPS 2024 Convergence diagnostics for stochastic gradient descent with constant learning rate AISTATS 2018