program

The workshop will be held online. All times below are BST (GMT+1). Addis Ababa is BST+2, New York is BST-5.

Session 1: Talks and panel (13:00-17:15 BST)

13:00-13:30 Invited talk, Suchi Saria: Safe and Reliable Machine Learning: critical for building trust

13:30-14:00 Invited talk, Susan Murphy: Challenges in Developing Learning Algorithms to Personalize Treatment in Real Time

14:00-14:30 Invited talk, Nyalleng Moorosi

14:30-15:30 Panel and Q+A with invited speakers (live)

15:30-16:00 Break

16:00-17:15 Contributed talks:

• Attention-Based Prototypical Learning
• Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics Approach
• Using Simulated Data to Generate Images of Climate Change
• Getting a CLUE: A Method for Explaining Uncertainty Estimates
• Deep Learning Mobile Application Towards Malaria Diagnosis

Session 2: Talk, posters, breakout sessions (18:00-21:00 BST)

18:00-18:30 Invited talk: Andreas Gros

18:30-19:45 Poster spotlights (5 minute talks)

19:45-20:00 Intro to breakout sessions

20:00-21:00 Breakout sessions (live in zoom, meeting IDs below. Password is the same as for ICLR/the workshop)

• Methods: 936 7067 4699
• Applications: 942 7952 6982
• Implications: 962 5165 9245

21:00-21:05 Closing remarks