Optimisation & control
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- Efficient Geometry Representation Strategies for the Shape Optimization of Profile Extrusion Dies
- Active Portfolio Management in Concentrated Equity Markets
- How Much Spatial Control Is Enough? Subdomain Optimal Control of Reaction-Diffusion Systems in Synthetic Developmental Biology
- Birkhoff interpolation models for optimization with some available derivatives
- Symmetry-Compatible Principle for Optimizer Design: Embeddings, LM Heads, SwiGLU MLPs, and MoE Routers
- Online reduced-order modeling from primal solver trajectories for PDE-constrained optimization
- The quasi-convex Rockafellar theorem
- Optimal Control of State Constrained Systems via Measure Relaxations and Polynomial Optimization
- Full-Order Safety for Nonlinear Reduced-Order MPC
- Aggregated Column Generation for Two-Stage Stochastic Mixed-Integer Programs
- Long Term Pediatric Vaccine Tender Scheduling with Quantity Discounts
- Graph Coarsening Enables Escaping Local Optima in Compute-Constrained Nonconvex MAX-CUT
- Lag: A Mean-Field Optimal Policy for Online Assignment with Reusable Resources
- Optimization for One, Feasibility for Most: Decoupling Optimization from Feasibility in Chance-Constrained Programs
- Dijkstra Is NOT Greedy: A Global-to-Local Proof of Correctness
- Second-order Wasserstein response for Lévy laws
- Compositional Sensitivity Analysis for Multiobjective System Co-Design
- A Rate Transfer Method: Convergence Rates in Stochastic Gradient Descent via Stochastic Calculus
- Orientation Estimation of Cryo-EM Images for Molecules with Arbitrary Symmetry by Semidefinite Programming
- Optimal Decay Matrix Control Barrier Functions: Soundness and Completeness for Matrix Safety Constraints
- Dynamic Programming for A Linear-Gaussian Dual Control Problem
- Local-discrepancy ambiguity sets for distributionally robust optimization
- Last-Iterate Convergence of Clipped SGD with Linear Decay
- Hamiltonian Primal-Dual Policy Reinforcement Learning for Derivative-Free Model-Based Control
- Viscosity Solutions for Hamilton-Jacobi equations on Separable Banach Spaces