research
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02/10/2023
Cyclic and Randomized Stepsizes Invoke Heavier Tails in SGD
Cyclic and randomized stepsizes are widely used in the deep learning pra...
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11/29/2022
Penalized Langevin and Hamiltonian Monte Carlo Algorithms for Constrained Sampling
We consider the constrained sampling problem where the goal is to sample...
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06/07/2021
