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78ed45281dd746a265fff16ff75a02e5-Paper-Conference.pdf
Neural Information Processing Systems
Unfortunately, these theoretical results cannot well explain the empirical successes of deep learning well, as they require the model size tobenolargerthan O(n)(thegeneralization boundsbecomevacuousotherwise).
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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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Mechanic: A Learning Rate Tuner
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Modern deep learning is driven by first-order stochastic optimization algorithms.
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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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Neural Collapse To Multiple Centers For Imbalanced Data
Neural Information Processing Systems
NC phenomena occur with different loss functions.
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