Optimisation & control
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- Entropy-Regularized Finite-State Mean Field Control: Regularity and Stability
- A Partial Duty Formulation for Crew Scheduling
- Random-subspace Ellipsoidal Trust-region Methods for Derivative-free Optimization
- Adaptive First-Order Methods with Composite Gradient Error
- Gaussian Process Bandits with Paired Auxiliary Observations
- Accelerating Finite-Sum Bilevel Optimization with Fully First-Order Oracles
- A Crawling Metric on the Space of Subtrees of a Tree
- Low-Bit Distributed Constrained Optimization with Application to Optimal Scheduling and Allocation
- Adding Heavy-Ball Momentum to Distributed Constrained Optimization for Energy Resource Management Subject to Time-Delays and Quantization
- Spherical-Design Oracles for Zeroth-Order Optimisation: Deterministic, Variance-Free Gradient Estimation
- Quantitative Convergence of Markov Equilibria for Time-Inconsistent Controlled Diffusions
- The Geometry of Anisotropic Dilation for Optimal Regularization
- DC decompositions and cutting-plane approximation: geometry and complexity
- Congestion Games with Heterogeneous Valuations: An Optimal Transport Approach
- On the complexity of two-stage stochastic linear optimization with small second stage
- An Infeasible Method with Feasibility Safeguard for Nonsmooth Composite Optimization Over Manifolds
- Linear Approximations Provide Rigorous Conditions for Phase Locking in Oscillator Networks and Power Grids
- Optimal Trading Filters and the Value of Predictive Signals
- Comment on "The polarization hierarchy for polynomial optimization over convex bodies, with applications to nonnegative matrix rank"
- Optimal degree bounds for sum-of-squares representations
- Computing Multi-Slot First-Price Pacing Equilibria at Scale via Entropic Smoothing
- Lifting Safety Through Reduced-Order Model Architectures: An Invariant Manifold Approach
- PICKLES: Covariance-Preconditioned Kinetic Langevin Ensemble Sampler
- Explicit Criteria for Finite-Time Identification in Sparse Primal--Dual Dynamics
- Dynamic Control of a Make-to-Order Manufacturing System under Throughput Time Constraints: An Effective Computational Method in the High-Dimensional Case