optimization performance
- CAMO: Convergence-Aware Multi-Fidelity Bayesian Optimization
- Informed Initialization for Bayesian Optimization and Active Learning
- MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization
- PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs
- Tight High-Probability Bounds for Nonconvex Heavy-Tailed Scenario under Weaker Assumptions
- Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference