Optimisation & control
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- Sharp Initialization Guarantees for the Heavy-Ball Method
- Average-Reward Reinforcement Learning for Multichain MDPs: A Hierarchical Decomposition Approach
- Breaking the Odd Cycle: Regularization and First-Order Optimization for the Maximum s-Plex Problem
- A Nonlocal Stochastic Optimal Control with Elliptic-Type Smoothing
- Distances on Finite Constraint Systems and LICQ Radii in Nonlinear Programming
- Continuous-Time Critic as a Lyapunov Function: Projected Adaptation and Cart-Pole Stabilization
- Eigenvalues of the Hessian in Deep Learning: The Origin of Symmetry and Its Breaking
- Outperformance Inverse Optimization: Learning Objective Functions that Outperform Agent Decisions
- Stochastic Optimal Control of Decoupled Reflected FBSDEs: A Variational Approach with Residual Reflection Terms
- Curvature bounds for the cost of coherence in conditional optimal transport
- Boundary-aware Reinforcement Learning for Hypercube State Spaces via Deterministic Policy Gradient
- A dual characterization and algorithm of general optimal stopping
- Safe Control of Semi-Explicit Differential-Algebraic Systems: Control Barrier Functions with SOS Verification
- A Distributed Accelerated Preconditioned ADMM for Solving Quadratically Regularized Optimal Transport on Bipartite Graphs
- Restorative Control and the Limits of Safe Model Discrimination
- Exact and Efficient Methods for Identifying Carcinogenic Multi-Hit Gene Combinations
- Nonmonotone Coderivative-Based Newton Methods for Nonsmooth Optimization with Machine Learning Applications
- Global Exponential Convergence of Two-Layer Linear Network Training
- Random projection with linear equalities and inequalities
- A Sensitivity-based Framework for Calibrating Coupled Ordinary Differential Equations under Model Discrepancy
- Beyond Nominal Equilibria: Risk-Averse Multi-Population Mean-Field Games
- Exponential Deterministic Query Complexity of Goldstein Stationarity
- The Shadow Price of Intelligence: Quality Degradation in LLM Inference as a Supply Chain Problem
- Monotonicity, Uniqueness and Frank--Wolfe Dynamics in Atomic Splittable Congestion Games
- Optimal Couplings of Levy Processes in the Class of Immersion Couplings