Optimisation & control
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- SDDP has polynomial iteration complexity in the horizon
- Toward Maximizing Algebraic Connectivity via Density-Dependent Backbone Construction and Reinforcement Learning Completion
- On the 100% Rule of Linear Programming
- Complexity of Multiblock Convex-Concave Saddle-Point Problems with General Smooth Coupling
- Optimal Rates for Federated Variational Inequalities under different relaxations of bounded variance assumption
- Fix What's Wrong, Keep What's Right: Hallucination Repair for LLM-Based Optimization Modeling
- From Optimal Transport to Optimal Quantization: A Variational Study of the Witsenhausen Counterexample
- Provable Parameter-Free Fixed-Point Algorithms with Linear Convergence Rates
- Constrained Triple-Head Price Optimization (C3PO) Network for Discrete-Choice Models
- Training Non-Differentiable Networks via Optimal Transport
- Asymptotically Vanishing Excitation Without Loss of Parameter Convergence
- Constraint Enforcement via Reference Governor in Dynamic Mode Adaptive Control
- Composite Online-to-Nonconvex Conversion with Optimal Oracle Complexity
- Convex Safety Filtering via Spectral Selection for Nonconvex Safe Sets
- Escaping Degeneracy by Following Shadow Edges
- Adaptive dynamic programming using Lyapunov function constraints
- Noise-Aware Fleet Scheduling for On-Demand Urban Air Mobility with Alternative Flight Paths and Cruise Separation
- A Bregman proximal linearized ADMM for fractional programming with nonlinear coupling constraints
- Computing Lower Bounds on the Non-negative Rank via SAT Solvers
- Multi-period Mean-Expectile Portfolio Optimization under Wasserstein Ambiguity: Reformulation, Degeneracy and the Role of the Ground Metric
- Formally Certifying the Vertex Set of a Polyhedron Faster than Informal Enumeration
- RobustLDS: Learning linear dynamical systems under adversarial corruptions
- Reach-Stabilize Control of Control-Affine Systems with Unknown Affine Parameters
- Learning structured linear dynamical systems from missing observations
- Spectral Weight Decay: Inducing Low-Rank Structure in Neural Network Weights