Optimisation & control
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- Shape optimization under minimal width and constant width constraints
- Asynchronous Parallel Computation of Lagrangian Bounds for Mixed-Integer Stochastic Programs by Frank-Wolfe Methods within Projective Hedging
- Multi-time-scale Control of Power Systems
- Hidden Convexity in Multi-Retailer Cold-Chain Allocation: A Cholesky-Spectral Second-Order Cone Programming Approach
- Balanced Active Subspaces for Optimal Control via Trajectory Optimization
- AHEAD: Adaptive Neural Acceleration for Large-Scale Linear Programming
- A unified family of multiblock ADMM schemes by means of graph splitting
- Proximal Point Newton Methods for Nonconvex Optimization
- Cost benefits of designing carbon capture processes for part-load operation of power plants
- Stability of Doubly Indexed Discrete Linear Systems
- Minimax-Optimal Small-Loss Bounds for Online Linear Optimisation on ℓp Balls
- Uniqueness and reconstruction of reciprocal constitutive generators from equilibrium response maps
- Computational and Statistical Guarantees of the c-Rectified flow
- The Global Empirical NTK: Self-Referential Bias and Dimensionality of Gradient Descent Learning
- A Graph-informed Kriging model for sample-efficient Bayesian optimization of wind farm layouts
- Optimal tradeoffs between variance and sensitivity, via Hellinger-Kantorovich geometry
- Data-Driven Stochastic Control of Delayed Air-Conditioning Systems
- A Stochastic Proximal-Gradient Method for Regularized Generally Constrained Continuous Optimization
- Learning Behavioral Parameters of Network Equilibrium Models from Aggregate Mobility Data
- Computing Data-Aware Diagonal Frame Decompositions
- Supply Chain Information Sharing among Competitors: Profit-Based Participation under Market Shocks
- SCAFFOLD under Hessian Similarity: Sharp Convergence Rates
- Efficient ADMM for Soft-Constrained Quadratic Programs via Generalized Slack Projections
- ADACT: PDE-Constrained Thermal Hardware/Software Co-Design Adjoint-Driven Optimal Control via Finite Difference Discretization
- Local Algebraic Stability of Wasserstein Gradient Descent-Ascent and Mean Field Langevin Dynamics without Spectral Gap