Optimisation & control
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- Extension on the convergence rates of moment-SOS hierarchies via approximation of truncated moment sequences
- TAPS: Target-Aware Permanent Sampling for Graph Diffusion
- A Complementarity Property of Rank-One Multiplicative Maps
- Riemannian optimization on low-rank tensor train manifolds for the Gross-Pitaevskii equation
- Controller Identifiability: The Boundary Between Logarithmic and Square-Root Local Minimax Regret in Structured Adaptive LQR
- Acceleration for Affine-coupling problems
- Fused ultrametric Gromov-Wasserstein for Scenario Tree generation in Multistage Stochastic Programming
- Necessary Optimality Conditions for Bilevel Programming using Tangential Subdifferentials
- Fine-Tuning on Self-Generated and Reward-Weighted Data: Learning Dynamics, Convergence Rates, and Benefits of Off-Policyness
- Approximation in norm and energy with bounded functions for autonomous variational problems
- Beyond Constant Truncations: The Bounded Sobolev Approximation Gap
- Receding Horizon Control and Dissipativity - Optimal Control, Games and Uncertainty
- Stochastic Heavy Ball with Polyak Step Size and Armijo Line Search: A General Convergence Analysis
- Byzantine-Robust Federated Representation Learning
- Second-Moment Stochastic Approximation Methods
- BRIDGE: Bilevel Retrieval-Credit-Aware Agentic Reinforcement Learning
- Discrete-time polynomial systems with inputs and outputs: structure, reachability, observability, and minimal realizations
- On the Relevance of Incorporating Decision Dependence in Distributional Ambiguity
- Obtaining Game-Stationary Points for Smooth Nonconvex-Nonconcave Minimax Problems via First-Order Methods
- Averaged Mirror Descent and Dual Gradient Methods: Convergent Algorithms for Entropic Gromov-Wasserstein Problems
- Bayesian Deck-of-cards-based Ordinal Regression with Sequential Preference Elicitation
- A finite set with noncompact closed convex hull in a Hadamard space
- Variable-Coefficient Parabolic Equations and Finite-Horizon Hamilton--Jacobi--Bellman Equations in Augmented Spectral Barron Spaces
- Alignment Matters Inside and Out in Equivariant Graph Flow Matching
- Sub-Infinite Horizon Stochastic Linear-Quadratic Optimal Control Problems and Delayed Backward Riccati Equations