Optimisation & control
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- Optimizing Lyapunov Certificates via Stability-Preserving Quadratization for Polynomial Systems
- Learning to Solve Two-Stage Stochastic Unit Commitment Problems with Quality Guarantees
- Exponential convergence of Sinkhorn algorithm for entropy martingale optimal transport
- A Convergence Framework for Deep V-Learning: Error Propagation and Sharp Action-Gap Bounds
- Regularity of a Multidimensional Principal-Agent Problem with Separable Effort Costs
- A 𝒱𝒰-calculus for composite functions and the 𝒰-Hessian of partly smooth functions
- Revisiting Distributed Sign-Based Variance Reduction
- Nonlinear parameter-varying embeddings for nonlinear state estimation with application to a two-link robot manipulator
- Rapid drone-based wildfire detection at a fraction of current prevention spending
- The Projected Hessian Quantification Theorem: Exact Duality For Constrained Eigenvalues
- Gradient Descent with Stochastic Subspaces via Persistence of Memory
- The sharp step-size constant for one-call reflection splittings on monotone inclusions
- A Parameter-Free Adaptive Reflected Gradient Method for Monotone Variational Inequalities
- A sequential regularized piecewise affine algorithm for nonconvex nonsmooth multicomposite optimization in RNN training
- Predictive Online Disturbance-Action Control for Linear Dynamical Systems
- Sample average approximation of multiobjective stochastic optimization problems with application in insurance
- Optimal control via chemotactic sensitivity of a logistic Keller-Segel model
- The Attention Within: Consensus Dynamics in Selective State Space Models
- On the Optimal Co-location of Data Centers with Renewable Energy Sources in SIDS
- Matching Multi-Loop Complexities with a Single Loop: Optimal Optimization Stationarity and Best-Known Game Stationarity in Nonconvex--Concave Minimax Optimization
- Volumetric Harmonic Field Navigation for Quadrotors
- Almost Sure Convergence Analysis of Stochastic Gradient Methods with Clipping and Additive Noise
- Conformal Margins for Electrical Transmission Capacity Under Fixed Balancing Policies
- Chance-Constrained Nonlinear Covariance Control via Robust Linearization Remainder Bounds
- Optimizing the Preconditioner: A Black-box Online-to-Nonconvex Conversion with Static Regret Minimization Oracles