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06/08/2023
Federated Learning under Covariate Shifts with Generalization Guarantees
This paper addresses intra-client and inter-client covariate shifts in f...
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02/20/2023
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
This paper introduces a new extragradient-type algorithm for a class of ...
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02/17/2023
Solving stochastic weak Minty variational inequalities without increasing batch size
This paper introduces a family of stochastic extragradient-type algorith...
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02/17/2023
Revisiting adversarial training for the worst-performing class
Despite progress in adversarial training (AT), there is a substantial ga...
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11/02/2021
