Optimisation & control
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- Operator Calculus for Population-Based Optimization: Modular Convergence and Finite-Population Guarantees
- Generalized Model Predictive Path Integral Control as Expectation--Maximization
- Exact Convex Reformulations of Linear Neural Networks via Completely Positive Lifting
- Affine Decision Rules for Robust Optimization with Decision-Dependent Information Discovery
- Dynamic planning of facility locations with benefits from multitype facility colocation
- Optimizing Location and Capacity for Multiple Types of Locomotive Maintenance Shops
- Regret in the Newsvendor Model with Demand and Yield Randomness
- On a fair and risk-averse urban air mobility resource allocation problem under demand and capacity uncertainties
- On tractability, complexity, and mixed-integer convex programming representability of distributionally favorable optimization
- Data-driven joint optimization of maintenance and spare parts provisioning: A distributionally robust approach
- On the partial convexification for low-rank spectral optimization: rank bounds and algorithms
- Regret-Optimal Linear-Quadratic Control under Distributional Drift
- Mission-critical spectrum sharing with decentralized Multi-Agent Reinforcement Learning
- FlexGrad: a root-free approach to adaptive step sizes
- FedRSPO+: A Heterogeneity-aware Algorithm for Decision-focused Federated Learning
- The internal model principle in reservoir computing
- Trust-Region Optimization for Smooth Potential-Interaction Energies in Wasserstein Space
- Chebyshev-Exact Acceleration under Hessian Variation, II: Computer-Assisted Variational Lower Bound
- TACO: Ternary Absolute-max Column-wise One-sparse Optimizer for LLM Fine-Tuning
- GridSFM: A Foundation Model for Solving AC Optimal Power Flow
- Stability Analysis in Multi-Constraint Safety Filters for Linear Systems
- Fluid Mixing and Incompressible Optimal Transport
- Rapid Fredholm stabilization of the Kuramoto--Sivashinsky equation with unrestricted, spatially-varying anti-diffusion
- Sliced Wasserstein Barycenters: The Analysis Approach within the Barycentric Coding Model in the Wasserstein Space
- Robust Scenario-Based Data-Enabled Predictive Control of a Battery Energy Storage System: An Experimental Study