Optimisation & control
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- Contraction-Based Model Predictive Control using Bilinear Koopman Realizations with Proportional Error Bounds
- Finite-Time Concentration and Convergence Rates for Projected Two-Time-Scale Stochastic Approximation with Markov Noise
- Accelerated Bregman Proximal Gradient Methods from Dual Geometric Perspectives
- The paxotopy method for finding isolated roots of a system of nonlinear equations
- On Parameter Symmetries and Conservation Laws in Gradient Flow
- On the Relation Between Interval Regret and Dynamic Regret
- Riemannian Difference-of-Convex Optimization for K-Means Clustering
- Asymptotic Lower Bounds for Continuous Optimization
- Beyond Polytopes: Damped Newton Frank--Wolfe Methods over Compact Convex Sets
- Linesearch-Free Nonlinearly Preconditioned GD with Semiautomatic Geometry Design
- A One-Factorization Predictor-Corrector Long-Step Arc-Search Method and a Curvature-Amplified Variant for Semidefinite Programming with a Homogeneous Self-Dual Embedding
- Regular simplex tensors: optimization landscape, conjecture proof, and beyond
- Constrained Nonconvex Stochastic Optimization with One Projection
- A Bregman inertial iteratively regularized extragradient method for bilevel variational inequality problems
- Randomized Branch Methods with Inexact Subproblems for Bouligand Stationarity in Linear and Quadratic Programs with Complementarity Constraints
- Cost-Sensitive Online Window Size Selection for Portfolio Management
- Near-Optimal Single-Loop Predictor--Corrector Extragradient Method for Strongly Convex--Strongly Concave Minimax Optimization
- Master Equations for Mean Field Game of Controls: A Unification of Weak Solution Notions
- A 5/3 Guarantee for Echelon Stock (R,nQ) Policies in Two-Stage Stochastic Serial Systems
- Second-Order Sensitivity of Efficient Solution Maps in Parametric Vector Optimization with Set Constraints
- On Fixed-Time Stability of Continuous Dynamics for Non-Monotone Variational Inequalities
- i-DEQ: A stable inertial deep equilibrium model for image restoration
- Broximal Gradient Descent: A Projection-Free Sister of Projected Gradient Descent
- Demystifying Manifold Constraints in LLM Pre-training
- Transferability of Error Bounds and the Kurdyka-Łojasiewicz Property under C1 Partial Smoothness