Explainable AI Virtual Workshop

Explainable AI (XAI) Virtual Workshop

Date: September 23, 2021
California Institute of Technology, Pasadena, CA

The workshop will be in a form of a Zoom webinar, and consist of invited talks.  There will be two sessions, 9 am - 12 pm, and 1 pm - 4 pm PDT. There will be also a virtual posters session, and two demo sessions, as indicated below.

The main sessions, 9-12 and 1-4 PDT, will be at the Zoom links sent to the registered participants.  The virtual posters session and the demos will be at the separate Zoom sesssions, and these links will be also emailed to the registered participants.

Time

Speaker

Event

 Videos

Slides (pdf)
9:00 - 9:15 Adam Wierman & George Djorgovski Welcome and Introduction video  
9:15 - 9:45 Yisong Yue (Caltech) Neurosymbolic Programming video slides
9:45 - 10:15 Cynthia Rudin (Duke U.)

Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead

 video slides
10:15 - 10:45 Katie Bouman (Caltech) Beyond the First Portrait of a Black Hole video slides
10:45 - 11:15 Anima Anandkumar (Caltech and NVIDIA) Trinity of Explainable AI: Calibrated, Verifiable, and User-friendly AI video slides
11:15 - 11:45 Ciro Donalek (Virtualitics) Multidimensional Visualization as a Path Towards the Explainable AI video slides
11:45 - 12:00 Reserved
12:00 - 12:30 Virtual Posters Session (separate Zoom session, ID: 863 0434 6274)
12:30 - 1:00 Virtualitics NLP Demo (separate Zoom session, ID: 940 1403 6961)
1:00 - 1:30 Rose Yu (UCSD) Incorporating Symmetry for Learning Spatiotemporal Dynamics video slides
1:30 - 2:00 Ashish Mahabal (Caltech)   The Role of Explainable AI in Time Domain Astronomy video slides
2:00 - 2:30 Kiri Wagstaff (JPL) Explainable Discovery for Planetary Science and Exploration video slides
2:30 - 3:00 Lior Pachter (Caltech) The How and Why of Interpretability in the Biological Sciences video slides
3:00 - 3:30 David Van Valen (Caltech) Single-Cell Biology in a Software 2.0 World video slides
3:30 - 4:00 James Zou (Stanford) A Data-Centric View of XAI with Healthcare Applications video slides
4:00 - 4:30 Virtualitics Biotech Demo (separate Zoom session, ID: 938 1299 0062)
4:30 Adjourn The playlist of all talk videos