Optimisation & control
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- Adaptive Normalized Gradient Method for (L0,L1)-smooth Problems: Estimating Problem Parameters as a Region
- Global exact controllability for Schrödinger equations with Lipschitz and logarithmic nonlinearities
- Minimum-Time Escape from the Conic Field of View of a Reeds-Shepp Pursuer: Classification and Game Value for a Slower or Equally Fast Evader
- A Unified Theory of Solvability for Stochastic Linear-Quadratic Control Problems I: The Homogeneous Case
- Theoretical Foundations of Sequential Dynamic Programming
- Certifiably Correct Fréchet Means in Orbit Spaces
- Benign Degeneracy for First-Order Methods in Exact Boolean Moment-SOS Relaxations
- An Analytic 0.48-Approximation for Non-Monotone k-Submodular Maximization under a Matroid Constraint
- Global Sobolev Convergence of Howard Iteration for Finite-Horizon Controlled Diffusions
- Shape calculus and automatic differentiation for multi-phase level-set topology optimisation with unfitted finite elements
- The Indefinite Summation Problem for the Laurent Ring
- Federated learning with heavy-tailed gradient noise and communication noise: a variance-reduction based algorithm
- PhiBE-Q-Learning: Bridging Off-Policy Reinforcement Learning and Continuous-Time Control
- Service-Induced Congestion in Memory-Constrained LLM Serving
- BERS: Locally Optimal Continuous Algorithm for Maritime Weather Routing with Just-in-Time Arrival
- Constrained modularity maximization in complex networks via branch-and-price
- Interface identity and boundary stabilization of Zaremba problems in dimension n ≥ 3
- A quantified interface identity for boundary stabilization of Zaremba problems in dimension two
- Learning SOCP Solver Dynamics with Graph Neural Networks
- Optimizing Flexibility and Commitments: Partially-Adaptive Multi-Stage Matrix Assembly Layout Design Problem
- Simple Strategy-Iteration with Dantzig's Rule is not Strongly Polynomial on Turn-Based Deterministic Games
- Graphexon Mean Field Games on Large Network Limits
- Combining Exponential and Polynomial Convergence Rates for Accelerated Extremum Seeking: A High-Order Lie Bracket Approach
- Low Residuals, Wrong Value: Learning the Viscosity Solution of Hamilton-Jacobi-Isaacs Equations with PINNs
- Euler Time-Discretization of Funnel-Controlled Dynamics