first-order algorithms

3 papers

• A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation
• On the Sample Complexity Bounds of Bilevel Reinforcement Learning
• Rewind-to-Delete: Certified Machine Unlearning for Nonconvex Functions