The workshop will be held on 28th February, 2022 and all times are in PST (Pacific Standard Time zone).
8:45am-9:00am: Opening Remarks
9:00am-9:30am: Invited Speaker: Max Welling
9:30am-10:00am: Invited Speaker: José Miguel Hernández-Lobato
10:00am-10:30am: Invited Speaker: Carla P. Gomes
10:30am-11:00am: Spotlight Presentations 1
- Nuances of Interpreting X-ray Analysis by Deep Learning and Lessons for Reporting Experimental Findings
- Steinar Valsson (University of St Andrews); Ognjen Arandjelovic (University of St Andrews)
- Machine Learning-enhanced Efficient Spectroscopic Ellipsometry Modeling
- Ayush Arunachalam (UT Dallas); S. Novia Berriel (University of Central Florida); Parag Banerjee (University of Central Florida); Kanad Basu (UT Dallas)
11am-12:00pm: Poster Session and Discussion
12:00pm-1:00pm: Lunch Break
1:00pm-1:30pm: Invited Speaker: Connor Coley
1:30pm-2:00pm: Invited Speaker: Andrew White
2:00pm-2:30pm: Invited Speaker: Rocío Mercado
2:30pm-3:00pm: Spotlight Presentations 2
- Unsupervised Domain Adaptation for Constraining Star Formation Histories
- Sankalp Gilda (ML Collective); Antoine de Mathelin (ENS Paris-Saclay); Sabine Bellstedt (International Center for Radio Astronomy Research, The University of Western Australia); Guillaume Richard (ENS Paris-Saclay)
- AND/OR Branch-and-Bound for Computational Protein Design Optimizing K*
- Bobak Pezeshki (UC Irvine); Radu Marinescu (IBM Research); Alexander Ihler (UC Irvine); Rina Dechter (UC Irvine)
- Generative Structured Normalizing Flow Gaussian Processes Applied to Spectroscopic Data
- Natalie Klein (Los Alamos National Lab); Nishant Panda (Los Alamos National Lab); Patrick Gasda (Los Alamos National Lab); Diane Oyen (Los Alamos National Lab)
3:00-4:00pm: Breakout sessions
4:00-5:00pm: Panel Discussion
5:00pm-5:15pm: Closing Remarks
5:30pm-7:00pm: Poster Session and Discussion