Official implementation of "Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis".
The folder benchopt contains the codes for Regularization Selection and Data Hyper-Cleaning. The fodler coreset contains the codes for Coreset Selection for Continual Learning. The former implementation is based on the benchmark, and the latter is based on the codebase.
Install the benchmark, put the scripts into corresponding folders. Then, follow their instructions and run the benchmark.
Install the codebase, put the script into the core folder. Then run the experiments.