Optimisation & control
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- Closing the Accuracy Gap in Stochastic First-Order Bilevel Optimization
- Randomized Matvec Lower Bounds for Simplex-Based Matrix Games
- Sharp Minimax Rates for Highly Smooth Strongly Convex Zeroth-Order Optimization
- Joint Lower Bounds for Zeroth-Order Nonconvex Optimization on Euclidean Balls
- Sharp High-Probability Statistical Rates for Heavy-Tailed Nonsmooth Convex Optimization
- Matching Lower Bounds for Randomized First-Order Methods in Hessian-Lipschitz Nonconvex Optimization
- Sharp Fresh-Gradient Complexity of Nonconvex-Strongly-Concave Minimax Optimization
- Mutual Information Constrained Chernoff Bottleneck
- Matrix-Vector Complexity of Low-Rank Approximation
- Near-Optimal Higher-Order Oracle Complexity for Convex--Concave Minimax Optimization
- Second-Order Stationarity with Common Random Losses: Matching Tolerance Bounds
- Near-Optimal Exact-Value Zeroth-Order Complexity for Smooth Strongly Convex Optimization
- Optimal Loss Allocation and Reflected Free Boundaries in Systemic Risk
- Critical Growth for Stochastic Adaptive Stabilization with an Unknown Input Gain
- Direct Sample-Average Learning for Queueing Control: Gradient-Free Top-K Coarse-to-Fine Optimization
- Beyond Finite-Sum Optimization: A Primal-Dual Method for Decentralized Finite-Max Optimization
- On the Nonoccurrence of Gradient Restart in Nesterov Accelerated Gradient Method
- Distributional Lifting for Discrete Optimization
- First-Order Primal-Dual Repairs for Scalable Branch and Bound
- On the Linear Convergence of SISTA for Entropic Martingale Optimal Transport
- Optimal Oracle Complexity of Dual Halpern Iteration in Normed Spaces
- A Simple and Unified Method for Gradient-Variation Regret
- One-Dimensional Symmetry Reductions of the Monge-Ampère Equation on Some Semi-Homogeneous Convex Cones in ℝ4
- Hybrid metaheuristics for architectural design optimization under small evaluation and wall-clock budgets
- The Douglas--Rachford algorithm for normal cones converges only weakly