Optimisation & control
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- A constraint dissolving method for generally constrained optimization over a nonconvex set
- Asymptotic Optimality of cμ-Rule for LLM Inference Scheduling under Memory Constraint
- Generic factorizations and alternating direction method for fixed-rank approximation of matrix polynomials
- Continuized Quasar-Convex Acceleration via an Unbiased Finite-Mixing Network Oracle
- On the IQC and SRG Frameworks: Equivalences and Converse Results
- A Bayesian-Geometric Reading of Classical Model-Based Optimal Design
- Relative-Error Composite Federated Optimization with One Server-Side Proximal Step per Round
- Mixed-Integer Program Sensitivity Analysis via Branch-and-Bound Trees
- Competition, Switching, and Control in Coupled Adoption-Opinion Dynamics
- Variance-Reduced Stochastic Quasi-Newton SQCQP Method for Nonlinear Programming Problems
- Computing Invariant Reachable Sets through Sum-of-Squares Programming
- Beyond Expected Profit: How Risk Aversion Alters Learning in the Data-Driven Newsvendor
- How Risky Is Your Data-Driven Policy?
- Point interpolation and distributional universality in flow-based generative models
- Optimal Subsidy Design for Productive Investment across Markets
- Descending Everest, Part II: Oracle Complexity of Minimizing a Sum of Convex (L0,L1)-Smooth Functions
- On the Role of Geometry in Solving Variational Inequalities
- Infinite-Horizon Stochastic Recursive Differential Games with Jumps: Nonautonomous Coefficients and Nonzero Terminal Values
- A Minimax Analysis of the Last Iterate of the SubGradient Method in Finite Dimension
- LQG solution for POMDP without estimating states: A minimum variance approach
- Almost Sure Convergence Rates of Stochastic Approximation and Reinforcement Learning via a Poisson-Moreau Drift
- Scaling laws for linear-elastic two-variant martensitic phase transitions in general domains
- Exact certification for conic optimization over quadratic modules: partitions of unity and recession directions
- A Review of Max-Pressure Traffic Signal Control Algorithms: State of the Art and Research Opportunities
- The Complexity of KKT Points of Quadratic Programs with Polynomially-Bounded Coefficients