Optimisation & control
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- Localize, Restart, Accelerate: Stochastic Optimization under Generalized Smoothness
- Bi-HYCO: Bi-Objective Cooperative Learning for PDE Parameter Identification under Fragmented Observations
- Lie bracket approximations of RMSprop for Extremum Seeking Control
- From Tsallis to KL: Convergence and Error Estimates for Tsallis-Regularized Optimal Transport
- Fast Rates and Strong Convergence of Tikhonov-Regularized Mixed-Order Primal-Dual Dynamics for Linearly Constrained Optimization Without Eventual Ball Conditions
- Adaptive stabilization of a leaderless bearing-constrained formation with disturbances
- A Theory of Information Architecture for Networked Decisions: Freshness, Locality, and Coordination
- Rough variational principles and applications to adjoint systems
- Computation and Applications of Euclidean and Normed Representations of Massive Data
- On some k-fold generalizations of Lovász theta and their sandwich theorems
- Copula Transformations for Data-Consistent Inversion
- From Relaxed Indexability to Exact Indexability: A t-Step Approach for Partially Observable Restless Bandits
- Improved Convergence Rates for Stochastic Multi-Gradient Descent which Close the Gap: A Proof by AI
- Global solutions for the sensors placement problem via weakly convex optimization
- Dynamics of Gradient Descent with Large Step Size Near a Manifold of Flat Minima
- Optimal insulation and concentration breaking for nonlinear Robin boundary value problems
- Convex optimization on moment polytopes: Hadamard mirror descent and efficient algorithms for quantum functionals and other tensor parameters
- Symmetry breaking in the liquid drop model with screened interactions
- Algorithmic Optimality Guarantees for Nonsmooth H∞ Output-Feedback Policy Search
- Robust conditional dimension reduction for dissimilarity data
- Regularized coordinate minimization for nonconvex composite optimization with application to quantized image compression
- Isolated calmness of regularized linear inverse problems
- Quantitative comparison of closed- and open-loop linear-quadratic N-player differential games
- Weak Convexity and Proximal Bundle Methods for Nonsmooth Policy Optimization in Robust Control
- Recovering linear images of sparse signals from indirect observations