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02/23/2023
On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space
Recent studies demonstrated that the adversarially robust learning under...
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02/24/2022
Cutting Some Slack for SGD with Adaptive Polyak Stepsizes
Tuning the step size of stochastic gradient descent is tedious and error...
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07/31/2019
Towards closing the gap between the theory and practice of SVRG
Among the very first variance reduced stochastic methods for solving the...
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01/31/2019
