Showing 21–40 of 270 results
/ Date/ Name
Apr 16, 2026CLion: Efficient Cautious Lion Optimizer with Enhanced GeneralizationApr 15, 2026Momentum Further Constrains Sharpness at the Edge of Stochastic StabilityApr 15, 2026Multistage Conditional Compositional OptimizationApr 15, 2026Robust Low-Rank Tensor Completion based on M-product with Weighted Correlated Total Variation and Sparse RegularizationApr 15, 2026A short proof of near-linear convergence of adaptive gradient descent under fourth-order growth and convexityApr 14, 2026Rare Event Analysis via Stochastic Optimal ControlApr 14, 2026Classical and Quantum Speedups for Non-Convex Optimization via Energy Conserving DescentApr 13, 2026A Decomposition Method for LQ Conditional McKean-Vlasov Control Problems with Random CoefficientsApr 13, 2026Offline-Online Reinforcement Learning for Linear Mixture MDPsApr 13, 2026Deep Learning for Sequential Decision Making under Uncertainty: Foundations, Frameworks, and FrontiersApr 6, 2026PINNs in PDE Constrained Optimal Control Problems: Direct vs Indirect MethodsMar 19, 2026Deep Hilbert--Galerkin Methods for Infinite-Dimensional PDEs and Optimal ControlMar 2, 2026Adam Converges Without Any Modification On Update RulesMar 2, 2026A note on the convergence of RED algorithms under minimal hypotheses and open questionsFeb 23, 2026Exploiting Low-Rank Structure in Max-K-Cut ProblemsFeb 11, 2026Revisiting Superlinear Convergence of Proximal Newton-Like Methods to Degenerate SolutionsFeb 3, 2026Riemannian Neural Optimal TransportFeb 2, 2026Totally $Δ$-Modular Tree Decompositions of Graphic Matrices for Integer ProgrammingJan 27, 2026Decentralized Nonsmooth Nonconvex Optimization with Client SamplingNov 10, 2025Adam symmetry theorem: characterization of the convergence of the stochastic Adam optimizer