Ecosystem-level Analysis of Deployed Machine Learning Reveals
Homogeneous Outcomes

Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes

12 July 2023

Rishi Bommasani

Kathleen A. Creel

Dan Jurafsky

Papers citing "Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes"

5 / 5 papers shown

Title
Hiring under Congestion and Algorithmic Monoculture: Value of Strategic Behavior Jackie Baek Hamsa Bastani Shihan Chen 41 0 0 27 Feb 2025
Human Expertise in Algorithmic Prediction Rohan Alur Manish Raghavan Devavrat Shah 17 1 0 01 Feb 2024
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Lingjiao Chen Zhihua Jin Sabri Eyuboglu Christopher Ré Matei A. Zaharia James Y. Zou 37 9 0 18 Sep 2022
Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set Roxana Daneshjou Kailas Vodrahalli R. Novoa Melissa Jenkins Weixin Liang ... Rachna Sahasrabudhe Johan A. C. Allerup Utako Okata-Karigane James Y. Zou A. Chiou 45 216 0 15 Mar 2022
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 144 369 0 09 May 2020