The workshop on Actionable Interpretability@ICML2025 aims to foster discussions on leveraging interpretability insights to drive tangible advancements in AI across diverse domains. We welcome contributions that move beyond theoretical analysis, demonstrating concrete improvements in model alignment, robustness, and real-world applications. Additionally, we seek to explore the challenges inherent in translating interpretability research into actionable impact.
News
- May 12 2025: The workshop is scheduled for July 19!
- May 12 2025: Clarification: Submissions to the conference track may include the camera-ready version of the accepted paper (up to 9 pages, do not need to be anonymized).
- May 3 2025: The submission deadline has been extended to May 19.
- April 15 2025: Our submissions page on OpenReview is open!
- March 31 2025: Call for papers published!
- March 19 2025: Our Workshop was accepted to ICML!
Important Dates
May 19 - Submissions due (extended)
June 19 - Acceptance notification
July 19 - Workshop day
(All dates are Anywhere On Earth.)
Invited Speakers
Been Kim
Senior Staff Research Scientist at Google DeepMind
Sarah Schwettmann
Co-Founder of Transluce, Research Scientist at MIT CSAIL
Byron Wallace
Associate Professor at Northeastern University
Eric Wong
Assistant Professor at the University of Pennsylvania
Organizers
Tal HaklayPhD student, Technion
Hadas OrgadPhD student, Technion
Anja ReuschPostdoc, Technion
Marius MosbachPostdoc, McGill University and Mila – Quebec AI Institute
Sarah WiegreffePostdoc, Allen Institute for AI (Ai2) and University of Washington
Ian TenneyStaff Research Scientist, Google DeepMind
