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dimensionality (1) lion (1) adamw (1) gpt2 (1) preconditioned gradient (1) adaptive subgradient method (1) frequent direction (1) regret bound (1) time complexity (1) variance reduction (1)

Papers

Dimension-Free Adaptive Subgradient Methods with Frequent Directions ICML 2025 MARS: Unleashing the Power of Variance Reduction for Training Large Models ICML 2025