The workshop will be held on Monday, 13th February, 2023 and all times are in EST (Eastern Standard Time zone).

The workshop location is Room 145A in Walter E. Washington Convention Center, Washington, DC, USA.

For attending virtually, the zoom link can be accessed through the Underline platform here.

8:45-9:00am: Opening Remarks

9:00am-9:30am: Invited Speaker: Amy McGovern

9:30am-10:00am: Invited Speaker: Ilkay Altintas

10:00am-11:00am: Spotlight Presentations 1

  • DeepRHP: A Hybrid Variational Autoencoder for Designing Random Heteropolymers as Protein Mimics
  • InvRT: Solving Radar Inverse Problems with Transformers
  • Automatic Electronic Circuit Topology Generation Based on Monte Carlo Tree Search
  • Self-Supervised Learning for Modeling Gamma-ray Variability in Blazars
  • Geometry-Complete Perceptron Networks for 3D Molecular Graphs

11:00am-11:30am - Invited Speaker: Milind Tambe

11:30am-12:00am - Invited Speaker: Ryan Adams

12:00am-12:30am - Invited Speaker: Priya Donti

12:30pm-2:00pm: Lunch Break

2:00pm-2:30pm: Invited Speaker: Sara Beery

2:30pm-3:30pm: Panel Session

3:30pm-4:00pm: Spotlight Presentations 2

  • Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels
  • Robustness in Fatigue Strength Estimation
  • Speeding up Adaptive Stress Testing: Reinforcement Learning using Monte Carlo Tree Search with Neural Networks and Memoization

4:00-6:00pm: Closing remarks and Poster Session