Glad to share this paper was accepted at @ecmlpkdd.org ! We show interpreting BayesOpt helps personalize soft exosuits (see picture) Great collaboation w/ Fede Croppi, @giuseppe88.bsky.social et al. @lmumuenchen.bsky.social @munichcenterml.bsky.social @harvard.edu @wyssinstitute.bsky.social
Giuseppe Casalicchio
@giuseppe88.bsky.social
Senior Lecturer and Researcher @LMU_Muenchen working on #ExplainableAI / #interpretableML and #OpenML
Feature importance measures can clarify or mislead. PFI, LOCO, and SAGE each answer a different question. Understand how to pick the right tool and avoid spurious conclusions: mcml.ai/news/2025-03... @fionaewald.bsky.social @ludwig-bothmann.bsky.social @giuseppe88.bsky.social @gunnark.bsky.social
mcml.ai
Me: Spent an hour crafting a detailed, thoughtful review in the submission portal. Hit 'Submit'. EasyChair-Portal: You have been logged out. Me: Log back in… everything is gone. EasyChair? More like EasyDespair. I am retiring from reviewing. #ReviewPain #xAI
Excited to share that our #ICLR paper, “Efficient & Accurate Explanation Estimation with Distribution Compression” made the top 5.1% of submissions at #ICLR and was selected as a Spotlight! Congrats to the first author @hbaniecki.com #xAI #interpretableML