The Data Addition Dilemma

Judy Hanwen Shen; Inioluwa Deborah Raji; Irene Y. Chen

2024 MLHC MLHC 2024

The Data Addition Dilemma

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🐣 Hot Topic Early Bird - model performance

Authors

Judy Hanwen Shen, Inioluwa Deborah Raji, Irene Y. Chen

Topics

Artificial Intelligence > Core AI > Foundation Models Machine Learning > Application Areas > Domain Adaptation Deep Learning > Learning Types > Multimodal Learning

Keywords

distribution shift model performance data source subgroup performance large model heuristics

Download PDF