Optimisation & control
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- Connection between MP and DPP for Mean-Field Stochastic Optimal Control Problems
- Adaptive Variance-Reduced Stochastic Sequential (Quadratic Constrained) Quadratic Programming
- Optimal Transport for Continuous-Time Mean-Variance Portfolio Selection
- A Projection Anderson Acceleration Algorithm for Non-quasi-monotone Variational Inequalities with Hölder Continuous Terms
- A Practical Combinatorial Interior Point Method for Minimum-Cost Flow
- On Over-Conservatism Under Low-Probability Extreme Events: A KL-Regularized Wasserstein Distributionally Robust Planning Method
- Improved Analysis of Adaptive Task Allocation and Non-Stationary Processing Times
- Composite and Stochastic Smoothed Decentralized Bregman Proximal-Gradient Methods
- Generic Local Identifiability Does Not Imply Generic Global Identifiability in Linear Networks
- UQ-ACE: Stability-Aware Counterfactual Controller Tuning via Bayesian SINDy
- A Smoothed Augmented Lagrangian Method for Mathematical Programs with Vertical Complementarity Constraints
- How to Train Your Intercept: A Comparison of Intercept Update Strategies in Coordinate Descent
- Non-Potential Congestion Games with a Continuum of Players
- Lifted Restricted Isometry Property and Fast Algorithm for Spectral Compressed Sensing With Near-Optimal Sample Complexity
- Optimal Control of Mean-field FBSDEs and Classical Solutions of the Related Generalized HJB Equations
- Control Realization of Schrödinger Bridges over Discrete-Time Nonlinear Systems via Maximum-Entropy Distribution Steering
- On integrability of local utility maximizing strategies
- Non-Contiguous Channel Allocation in Multi-Beam Satellites: Formulations, Upper Bounds and Cooperative Matheuristics
- Minimal norm control problems for linear mean-field control systems
- Portfolio Selection by Joint Estimation-Robustness Optimization with the Return and Risk Constraints
- H-PDLP: GPU-Accelerated Linear Programming via Generalized PDHG and Homogeneous Self-Dual Embedding
- Optimal transportation under McKean-Vlasov dynamics
- Stability Transfer for Autonomous Systems via Higher-Order Taylor-Truncated Lyapunov Certificates
- Risk-Averse Inference-Time Diffusion Model Alignment with Finite-Sample Guarantees
- Boundary Control of a Modified Timoshenko-Ehrenfest Beam via Reduced-Order Reinforcement Learning