Optimisation & control
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- Verifying Control Invariance of H-Polytopes is coNP-Complete
- Frequency-Uniform Log-Regret Reinforcement Learning for Diffusions
- Robust Log-Contrast Regression for High-Dimensional Compositional Microbiome Data with Outliers
- Error analysis and optimal sample allocation for randomized unbiased estimation: the single term estimator
- On the Pontryagin Maximum Principle for Rough Stochastic Differential Equations
- Axiomatic Learning and Probabilistic Structures with first applications to variants of Arithmetic Machine Learning and beyond
- Wasserstein approximation of measures via orthogonal frames: statistical and computational complexities
- QESChunker: A Single Objective Unifies Overlapping and Non-Overlapping Chunking for RAG
- NextEval: An Agent-Based Solver and Benchmark for Derivative-Free Optimization
- Hybridizing 0/1 Knapsack and Priority-Aware TSP for Vehicle Routing: an Applied Variant of the TSP with Profits
- Linear Programming Upper Bounds for the Coil-in-the-Box Problem
- Regularization and Full Support for the CBO Equation with Measure Initial Data
- Demand Estimation with Unobserved Stockout Substitution: Exact Likelihood Maximization
- Observability of wave equations with time- and space-dependent potentials: a counterexample under GCC and a positive criterion on the disk
- It Takes Two Moments: Rigidity and Limits of Continuous Encoders for Over-the-Air Computation
- Equilibrium Singular Dividend Control with Regime Switching and Bankruptcy under Non-Exponential Discounting
- Theoretical and Computational Advances in Birkhoff Pseudospectral Transcription for Aerospace Optimal Control
- GPU-accelerated wind farm layout search with a distilled endogenous wake model (EndoWake)
- SD-DPC: Sparse Dictionary Differentiable Predictive Control
- Momentum in large-batch training: Polyak enlarges the critical batch size, Nesterov improves data efficiency
- Phases of Muon: When Muon Eclipses SignSGD
- Detailed balance and phase transition in Nash equilibria of mean-field Ising game
- Accelerating Nonlinear MPC by Behavior Cloning with Separated Timescales: Application to Nuclear Reactor Load-Following
- Observer-Based Event-Triggered Control of Infinite-Dimensional Linear Systems
- Physics-Informed Neural Networks for coupled stiff transport systems