conftrace_

generalized smoothness

8 papers

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Co-occurring keywords · papers mentioning both

gradient clipping (2) regret bound (2) gradient descent (2) online learning (2) random reshuffling (1) adaptive step size (1) partial participation (1) step size (1) projection method (1) local step (1)

Papers

Characterizing Online and Private Learnability under Distributional Constraints via Generalized Smoothness COLT 2026 Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization ICLR 2025 Nonlinearly Preconditioned Gradient Methods under Generalized Smoothness ICML 2025 Toward a Unified Theory of Gradient Descent under Generalized Smoothness ICML 2025 Delving into the Convergence of Generalized Smooth Minimax Optimization ICML 2024 Generalized Smooth Variational Inequalities: Methods with Adaptive Stepsizes ICML 2024 Gradient-Variation Online Learning under Generalized Smoothness NeurIPS 2024 Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization ICML 2023