Optimisation & control
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- Powell-Style Model-Based Derivative-Free Optimization with Complexity Guarantees
- Support Discovery With Iteratively Reweighted Least Squares for Fixed-Charge Network Flow
- A Block Tensor Train Burer-Monteiro Framework for Low-Rank Quantum State Tomography
- Distributed Linear Programming on GPU Clusters at Extreme Scale
- Well-posedness and exponential stability for abstract evolution equations with delay in the nonlinear source: frictional and viscoelastic cases
- Equilibria for Time-inconsistent Regular-singular Control Problems
- Optimal input design via Frank-Wolfe
- PAC-Bayesian Bounds for Learning Partially Observed Stochastic Linear Time-Invariant State-Space Systems with Inputs and Sub-Gaussian Noise
- Model Predictive Control for Dynamic Hydraulic Balancing in Building Radiator Heating Systems: Modeling, Design, and Experimental Validation
- A Lower Bound for the Heavy-Ball Method on Smooth Convex Functions
- Monotone Diameters of Lattice Polytopes
- McCormick relaxations for PDE-constrained optimization on multi-dimensional domains
- The Exact Time-Uniform Rate Frontier for Stochastic Gradient Descent on Smooth Convex Objectives
- Rank-Adaptive and Linearly Convergent Frank--Wolfe Method over Spectrahedron via Nonconvex Oracle
- Wasserstein Stability and Free Boundaries in Measure-Parameterized Bilevel Obstacle Problems
- Identification of forward models: a nonparametric approach
- How to Make the Gradient Mapping Small for Constrained Stochastic Min-Max Problems and Beyond
- Adaptively Incorporating Directional Hints into Zeroth-Order Optimization
- Risk-Averse Bayesian Games with an Unknown Type Distribution: Bayesian Learning, Equilibrium Analysis, and Finite-Sample Guarantees
- M-duality in fixed-point problems for general normed spaces
- GPU-Enabled Large-Scale Optimization Using Randomized Linear Algebra
- Hyperspectral Anomaly Detection via Group Sparse Low-Rank Tensor Factorization With Automatic Anomaly Grouping
- Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization
- Inexact Proximal Point and Tseng Algorithms with Nonsummable Errors to Solve Monotone Inclusions
- Quaternionic Sums of Squares, Moments, and Quaternionic Polynomial Optimization