Designing Data: Proactive Data Collection and Iteration for Machine Learning

24 January 2023

Luca Zappella

Dominik Moritz

Papers citing "Designing Data: Proactive Data Collection and Iteration for Machine Learning"

3 / 3 papers shown

Title
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 35 15 0 12 Apr 2023
Diversity and Inclusion Metrics in Subset Selection Margaret Mitchell Dylan K. Baker Nyalleng Moorosi Emily L. Denton Ben Hutchinson A. Hanna Timnit Gebru Jamie Morgenstern FaML 150 85 0 09 Feb 2020
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 742 0 13 Dec 2018