The workshop will be held November 28th in New Orleans. Times are listed in CST.

Time Title Virtual Location
9:00-9:05 Opening Remarks
9:05-9:35 Keynote 1: Mihaela van der Schaar: Panning for insights in medicine and beyond: New frontiers in machine learning interpretability and discoveryLivestream
Session: Utility & Shortcomings of XAI in Healthcare
9:40-10:05 Speaker: Himabindu Lakkaraju: Does Model Understanding Improve Clinical Decision Making? (with Q/A) Livestream
10:05-10:25 Speaker: Zack Lipton: The Explanationism Crisis in Machine Learning for Healthcare Livestream
10:25-10:55 Panel Q&A: XAI in Healthcare: Himabindu Lakkaraju, Zack Lipton & Mihaela van der Schaar Livestream
10:55-11:10 Coffee Break
11:10-11:55 Poster Session 1 Gather.Town
11:55-13:00 Break for Lunch
13:00-13:55 Research Roundtables Zoom (or Gather.Town)
14:00-14:30 Keynote 2: Emmanuel Candes: Genomic Data Science: Some Examples of New Directions Livestream
14:35-15:05 Nightingale/AHLI Breast Cancer Datathon Presentations Livestream
15:05-15:20 Coffee Break
Session: Paths to Practice for ML Technologies
15:20-15:40 Speaker: Nicola Pezzotti: From fundamental research to clinical adoption with Speed: a Philips story Livestream
15:40-16:00 Speaker: Berkman Sahiner: Evaluation of AI/ML Enabled Medical Devices: A Regulatory Perspective Livestream
16:00-16:20 Speaker: Edwin Fong: Machine Learning for Causal Inference in Clinical Trials Livestream
16:20-16:40 Panel Q&A: Translation of ML: Nicola Pezzotti, Berkman Sahiner, & Edwin Fong Livestream
16:40-17:25 Poster session 2 Gather.Town
17:25-17:55 Keynote 3: Ben Recht: Cancer Screening: A Parable of Prediction Livestream
18:00-18:15 Closing Remarks Livestream
18:30-20:30 Evening Social @ Bryant Park Nola (1131 Tchoupitoulas St., New Orleans, LA 70130)