Optimisation & control
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- Distributionally robust linear regression through the lens of adversarial training
- Awakening of the Buddha: Subspace Learning During Population-Loss Plateaus
- Robustifying Asynchronous SGD via Soft Throttling
- An Island-Based Parallel Biased Random-Key Genetic Algorithm for the Three-Dimensional Trailer Loading Problem
- Optimal Refinement in Dynamic Discretisation Discovery for Continuous-Time Service Network Design
- Boundary Geometry and Global Rates of Cyclic Coordinate Descent for SVM Duals
- Fast and Scalable Multi-Agent Distribution Matching via Partitioned Optimal Transport
- Halpern-Accelerated Majorized ADMM with Optimal Non-Ergodic Convergence under Degenerate Preconditioning
- Robust Planning with Quadratically Constrained State-Dependent Uncertainties
- Reclassified to Conform
- ABrA-GD: Adaptive Bregman Accelerated Gradient Descent for Relatively Smooth and (Strongly-)Convex Optimization
- Decentralized Decision-Making among Heterogeneous Autonomous Vehicles: An α-Potential Game Framework
- Kyle meets time-inconsistency: a dynamic mean--variance informed trading problem
- The r-Safety Reserve and Adaptive Kinematic Smoothing for Car-Following Transitions
- Dec-BFTRL: Squre-Root Regret for Decentralized Online Upper-Linearizable Optimization under Separation Access with Application to Continuous Submodular Maximization
- Adaptive Reparametrized Time for Score-Based Diffusion Sampling
- Occupation-Weighted Performance Bounds for Rollout Policies in Stochastic Shortest Path Problems
- Image AID via continuous-time reinforcement learning
- Super-Quadratic Quantum Speedups for Combinatorial Optimization via Tilted Walks
- Provable Classical and Quantum Local Algorithms for Max-k-Cut and Quantum Advantage at Moderate Girth
- Average-and Last-Iterate Lower Bounds for Optimistic Matrix Mirror-Prox in Quantum Zero-Sum Games
- Breaking the Shot-Noise Barrier: Cached Recycled Variance-Reduced Gradients for Quantum Optimization
- Magnetic Stabilization of the Greenhill Instability and Hysteretic Switching in Slender Rods
- Mean--Fluctuation Dynamics at the Edge of Stability
- A parsimonious mechanistic model of aroma synthesis during wine fermentation