On the Convergence Theory for Hessian-Free Bilevel Algorithms.
Daouda SowKaiyi JiYingbin LiangPublished in: NeurIPS (2022)
Keyphrases
- convergence rate
- theoretical analysis
- neural network
- machine learning
- global convergence
- linear algebra
- computationally expensive
- orders of magnitude
- computationally efficient
- linear programming
- theoretical framework
- optimization problems
- worst case
- computational complexity
- iterative algorithms
- decision trees
- mathematical foundations
- stochastic approximation