Richards, Megan

5 publications

ICMLW 2024 Decomposed Evaluations of Geographic Disparities in Text-to-Image Models Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppan, Oindrila Saha, Adina Williams, Adriana Romero-Soriano, Megan Richards, Polina Kirichenko, Melissa Hall

ICMLW 2024 Decomposed Evaluations of Geographic Disparities in Text-to-Image Models Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppan, Oindrila Saha, Adina Williams, Adriana Romero-Soriano, Megan Richards, Polina Kirichenko, Melissa Hall

ICLR 2024 Does Progress on Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data? Megan Richards, Polina Kirichenko, Diane Bouchacourt, Mark Ibrahim

NeurIPS 2023 Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations Laura Gustafson, Megan Richards, Melissa Hall, Caner Hazirbas, Diane Bouchacourt, Mark Ibrahim

MLHC 2022 Development and Validation of ML-DQA – A Machine Learning Data Quality Assurance Framework for Healthcare Mark Sendak, Gaurav Sirdeshmukh, Timothy Ochoa, Hayley Premo, Linda Tang, Kira Niederhoffer, Sarah Reed, Kaivalya Deshpande, Emily Sterrett, Melissa Bauer, Laurie Snyder, Afreen Shariff, David Whellan, Jeffrey Riggio, David Gaieski, Kristin Corey, Megan Richards, Michael Gao, Marshall Nichols, Bradley Heintze, William Knechtle, William Ratliff, Suresh Balu