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Mechanic: A Learning Rate Tuner
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Modern deep learning is driven by first-order stochastic optimization algorithms.
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Modern deep learning is driven by first-order stochastic optimization algorithms.
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It enjoys model-free coverage guarantee regardless of the underlying distribution of the data.
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Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
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Bilinear bandits (Jun et al., 2019; Lu et al., 2021; Kang et al., 2022) are an important class of
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