A New First-Order Meta-Learning Algorithm with Convergence Guarantees

Name: A New First-Order Meta-Learning Algorithm with Convergence Guarantees
Uploaded: 2026-08-20T13:54:42.454078+00:00
Duration: 673 s
Description: The episode discusses 'A New First-Order Meta-Learning Algorithm with Convergence Guarantees,' a paper from EPFL. Hosts analyze how this method achieves memory efficiency and convergence guarantees by reformulating the meta-gradient using finite differences, making meta-learning viable for large models.

The episode discusses 'A New First-Order Meta-Learning Algorithm with Convergence Guarantees,' a paper from EPFL. Hosts analyze how this method achieves memory efficiency and convergence guarantees by reformulating the meta-gradient using finite differences, making meta-learning viable for large models.

Open the full episode