Schedule

The following is the workshop schedule (all in Pacific Time) on Friday, July 23, 2021:

08:00 - 08:10 - Opening Remarks
08:10 - 08:50 - Invited Talk: David Alvarez-Melis: Comparing, Transforming, and Optimizing Datasets with Optimal Transport
08:50 - 09:30 - Invited Talk: Lora Aroyo: Towards Data Excellence in AI: Proactively Uncovering Unknown Unknowns in Machine Learning
09:30 - 09:45 - Contributed Oral: Myra Cheng: SNoB: Social Norm Bias of “Fair” Algorithms
09:45 - 10:00 - Contributed Oral: Hari Prasanna Das: CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training
10:00 - 10:20 - Coffee Break
10:20 - 11:00 - Invited Talk: Eric Xing: A Data-Centric View for Composable Natural Language Processing
11:00 - 11:40 - Invited Talk: Kamalika Chaudhuri: Two Case Studies in Data Privacy
11:40 - 12:30 - Poster Session
12:30 - 13:30 - Lunch Break
13:30 - 14:10 - Invited Talk: Hoifung Poon: Task-Specific Self-Supervised Learning for Precision Medicine
14:10 - 14:50 - Invited Talk: Dawn Song: Towards Building a Responsible Data Economy
14:50 - 15:05 - Contributed Oral: Mayana Pereira: An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises
15:05 - 15:20 - Coffee Break
15:20 - 16:00 - Invited Talk: Alex Ratner: Programmatic Weak Supervision for Data-centric AI
16:00 - 16:40 - Invited Talk: Kumar Chellapilla: Machine Learning with Humans-in-the-loop (HITL)
16:40 - 17:20 - Panel Discussion: Hoifung Poon, Paroma Varma, Kumar Chellapilla, Eric Xing, Kamalika Chaudhuri
17:20 - 17:25 - Closing Remarks