Happy to be at #NeurIPS in San Diego to present our poster ‘Learning Theory for Kernel Bilevel Optimization’ #3005, Fri at 4:30 p.m. Stop by/ping me to chat, especially about statistics, causality, generative models! Let's connect! Joint w/ E. Pauwels, @samuelvaiter.com, @michael-arbel.bsky.social

The PAISS summer school is back with an incredible line of speakers (and more to come). Spread the word !

Happy to share our work on learning theory for kernel bilevel optimization! Grateful to Edouard, @samuelvaiter.com, and @michael-arbel.bsky.social for their mentorship and insightful discussions that shaped this paper!

Samuel Vaiter@samuelvaiter.com · 2y ago

📣 New preprint 📣 Learning Theory for Kernel Bilevel Optimization w/ @fareselkhoury.bsky.social E. Pauwels @michael-arbel.bsky.social We provide generalization error bounds for bilevel optimization problems where the inner objective is minimized over a RKHS. arxiv.org/abs/2502.08457