TheoreticallyBetterandNumericallyFaster DistributedOptimizationwith Smoothness-AwareQuantizationTechniques

Feb-8-2026, 13:05:26 GMT–Neural Information Processing Systems

This issue is further exacerbated by the fact that modern highly performing models are typically overparameterized[Brownetal.,2020,Narayananetal.,2021].

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Neural Information Processing Systems

Feb-8-2026, 13:05:26 GMT

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Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques Bokun Wang Texas A&M University, United States

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