Videos from Workshops

Playlist: 16 videos

Recent Developments in Research on Fairness

Workshop Talk Playlist

0:43:47

What is Your Data Worth? Equitable Data Valuation in Machine Learning

James Zou (Stanford University)
https://simons.berkeley.edu/talks/what-your-data-worth-equitable-data-valuation-machine-learning
Recent Developments in Research on Fairness
Visit talk page
0:50:13

What It Takes to Control Societal Bias in Natural Language Processing

Kai-Wei Chang (UCLA)
https://simons.berkeley.edu/talks/what-it-takes-control-societal-bias-natural-language-processing
Recent Developments in Research on Fairness
Visit talk page
0:36:53

Flexibly Fair Representation Learning by Disentanglement

Rich Zemel (University of Toronto)
https://simons.berkeley.edu/talks/tba-78
Recent Developments in Research on Fairness
Visit talk page
0:47:37

Bridging AI and HCI: Incorporating Human Values into the Development of AI Technologies

Haiyi Zhu (University of Minnesota)
https://simons.berkeley.edu/talks/bridging-ai-and-hci-incorporating-human-values-development-ai-technologies
Recent Developments in Research on Fairness
Visit talk page
0:44:27

Procedural Justice in Algorithmic Fairness: Transparency, Control and Participation Perspectives

Min Kyung Lee (Carnegie Mellon University)
https://simons.berkeley.edu/talks/procedural-justice-algorithmic-fairness-transparency-control-and-participation-perspectives
Recent Developments in Research on Fairness
Visit talk page
0:46:35

A Multi-Group Perspective on Fairness

Guy Rothblum (Weizmann Institute)
https://simons.berkeley.edu/talks/tba-73
Recent Developments in Research on Fairness
Visit talk page
0:45:4

Evidence-Based Rankings

Michael Kim (Stanford University)
https://simons.berkeley.edu/talks/tba-75
Recent Developments in Research on Fairness
Visit talk page
0:46:16

The Measure and Mismeasure of Fairness

Sharad Goel (Stanford University)
https://simons.berkeley.edu/talks/measure-and-mismeasure-fairness
Recent Developments in Research on Fairness
Visit talk page
0:27:22

Disentangling Influence: Using Disentangled Representations to Audit Model Predictions

Charlie Marx (Haverford College)
https://simons.berkeley.edu/talks/disentangling-influence-using-disentangled-representations-audit-model-predictions
Recent Developments in Research on Fairness
Visit talk page
0:38:4

Representation via Representations: Improving Generalization to Unseen Populations

Frances Ding (Harvard University)
https://simons.berkeley.edu/talks/representation-representations-improving-generalization-unseen-populations
Recent Developments in Research on Fairness
Visit talk page