Optimisation & control
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- Residual-Guided Global-Drive Design in Trapped-Ion Quantum Simulators
- Embedding large subsets of Wasserstein spaces into Banach spaces
- Set-Valued Robust Control of Discretized Hamiltonian Systems
- Curating Always-Loaded Context for LLM Agents: A Capacitated Assortment Model with Censored Feedback
- Constructive Safety-Critical Control for a Class of Underactuated Systems: A Hierarchical Approach
- Budgeted Multi-Source Counterfactual Annotation for Off-Policy Evaluation
- Optimal Control of Dynamic Gas Networks Using Gaussian Processes with Chance-Constraint Reformulation
- Noise-Induced Navigation in Non-convex Domains and Compact Manifolds
- Weakly Quasar-Convex Optimization
- Deceptive Stochastic Patrolling via Markov Chain Lifting
- Backstepping Stabilization of a Hyperbolic System with a Zero Characteristic Speed
- Strong Legendre regularity and short-time analysis of abnormal curves
- Existence and Uniqueness of Viscosity Solutions for Stochastic Hamilton--Jacobi--Bellman Equations
- Compute-Constrained Safety Filters with Neuromorphic Event Triggering
- Calibrating Ambiguity Set via Diagnostic Transport for Distributionally Robust Optimization
- Continuous Policy and Value Iteration for Stochastic Control Problems with Inhomogeneous Synchronous Coupling
- Explaining the Saliency Map Sparsity of Adversarially-Trained Neural Networks
- On quantitative sufficient second-order optimality conditions for elliptic optimal control problems
- Optimization of Kinetic--Stoichiometric Growth Bounds over Autocatalytic Subnetworks
- Grokking or Glitching? How Low-Precision Drives Slingshot Loss Spikes
- Scaling Quantum Optimization to the Thousand-Qubit Scale with Distributed Quantum Sampling
- Decentralized SGD under Heavy-Tailed Noise: Optimal Convergence Rates and the Role of Gradient Clipping
- An Optimal Second-Order Algorithm for Finite-Sum Optimization under Average Smoothness and Convexity
- Rubix: Global Correspondence-Free Point Set Alignment through Assignment Geometry
- Safe Meta-Policy Design with Risk Control