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heavy-tailed behavior

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lower tail exponent (1) stochastic optimizer (1) tail exponent (1) generalization bound (1) markov chain (1) neural network optimization (1) non-convex optimization (1) stochastic gradient descent (1) stochastic optimization (1)

Papers

Generalization Bounds using Lower Tail Exponents in Stochastic Optimizers ICML 2022