Optimisation & control
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- Neural networks for spectral optimization
- Dual-Anchor Acceleration Is Near-Optimal for Stochastic Monotone Root-Finding
- Preferent Compression Bounds Are Tight
- Fast PAC Global Optimization via Restarted Langevin: Exploration, Exploitation, and Degenerate Cooling
- Tight Nonasymptotic Local Convergence of Sinkhorn-Knopp
- Online Optimization with Unknown Time-Varying Parameters Using Noisy Gradient Measurements
- Peppy: An AI-Assisted Workflow for Tight Convergence Analysis of Optimization Algorithms
- From detectability of abstract linear systems to exponential output-to-state stability and back
- Learned Preconditioning for a Primal-Dual Interior-Point Method
- Accelerated Algorithms for Stochastic Monotone Inclusions with Fixed Queries
- Treewidth and the complexity of box-constrained quadratic programs
- Quantitative Stability, Coercivity and Uniqueness of Optimal Transport Plans
- Convex Optimization Is Free When Accuracy Is Expensive
- Uniform null-controllability times for the Coron--Guerrero problems are $2$ and 2 + 2 √2
- Projection-Free Algorithms for Nonsmooth Stochastic Convex-Concave Saddle-Point Problems
- Tight Lower Bounds for Stochastic Nonconvex-Strongly-Concave Minimax Optimization
- Optimal Control of a Non-Stationary Inventory-Queue, with Applications to EV-Battery Swapping
- Coordinated Lane-Level Variable Speed Limits and Ramp Metering for Successive Weaving Segments Considering Merging/Diverging Risks: A Hybrid Model Predictive Control and Multi-Agent Reinforcement Learning Approach
- A Sharper Theory of Ball-Proximal Optimization: Convergence and Radius Selection
- Sharp Observability Costs for Strongly Coupled Parabolic Systems with Vanishing Principal Coupling
- Universality and Generalization of Causal Transformers Across Context Lengths
- Amortized Feedback Planning: Turning Model-Based Rollouts into Executable Policies
- ProofLoom: Proof-Obligation-Driven Theory Construction for Autoformalizing Research-Level Stochastic Optimization
- Predictor-Based Stabilization of a Delayed Hetero-Dimensional Shoreline--Bathymetry System
- Optimization hierarchies for extremal geometry through complete positivity