iiinova — where your digital self keeps evolving

Giuseppe Serra

@serpep.bsky.social

34 followers 48 following 2 posts

Machine Learning Researcher | Trying to unbox black-boxes.

Posts Replies Media

Giuseppe Serra @serpep.bsky.social · 25/04/2025

Poster presentation with Florian Buettner at #ICLR2025 tomorrow! 📌 Poster 480 (Hall 3), 10:00AM - 12:30PM

020

Reposted by Giuseppe Serra

MLOLab @mlolab.bsky.social · 20/02/2025

We got accepted at TMLR! What characteristics of the samples consistently alleviate catastrophic forgetting in memory-based online continual learning? @serpep.bsky.social, Ben Werner, and Florian Buettner investigated this question under an uncertainty lens. 📜: openreview.net/forum?id=dcz...

041

Giuseppe Serra @serpep.bsky.social · 17/02/2025

Let's inaugurate this new account with great news! In our #ICLR2025 paper, we tackle the *online* problem in federated continual learning. Via an uncertainty-aware memory-based approach, we consider settings where retaining the full dataset locally is not possible.

010