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Faster Rates for Federated Variational Inequalities

In this paper, we study federated optimization for solving stochastic variational inequalities (VIs), a problem that has attracted growing attention in recent years. Despite substantial progress, a significant gap remains between existing convergence rates and the state-of-the-art bounds known for federated convex optimization. In this work, we address this limitation by establishing a series of improved...

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Ce qui s'est passé

In this paper, we study federated optimization for solving stochastic variational inequalities (VIs), a problem that has attracted growing attention in recent years. Despite substantial progress, a significant gap remains between existing convergence rates and the state-of-the-art bounds known for federated convex optimization. In this work, we address this limitation by establishing a series of improved...

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1 articles · 1 publication d'origine · 1 independantes

  1. Apple Machine Learning ResearchSource primaire · Confirme · EN · 100%
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Preuve primaire100
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Facteur de confiance0.919
Facteur de fraîcheur0.8214
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