Cost-Effective Single-Camera Multi-Car Parking Monitoring and Vacancy Detection towards Real-World Parking Statistics and Real-Time Reporting. - Katy Blumer; Hala R. Halaseh; Mian Umair Ahsan; Haiwei Dong 001; Nikolaos Mavridis (ICONIP (5), 2012)

Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning. - Ryan Poplin; Avinash V. Varadarajan; Katy Blumer; Yun Liu 013; Michael V. McConnell; Gregory S. Corrado; Lily Peng; Dale R. Webster (CoRR, 2017)

Deep learning for predicting refractive error from retinal fundus images. - Avinash V. Varadarajan; Ryan Poplin; Katy Blumer; Christof Angermüller; Joe Ledsam; Reena Chopra; Pearse A. Keane; Greg Corrado; Lily Peng; Dale R. Webster (CoRR, 2017)

Direct Uncertainty Prediction with Applications to Healthcare. - Maithra Raghu; Katy Blumer; Rory Sayres; Ziad Obermeyer; Sendhil Mullainathan; Jon M. Kleinberg (CoRR, 2018)

Direct Uncertainty Prediction for Medical Second Opinions. - Maithra Raghu; Katy Blumer; Rory Sayres; Ziad Obermeyer; Robert D. Kleinberg; Sendhil Mullainathan; Jon M. Kleinberg (ICML, 2019)

The Algorithmic Automation Problem: Prediction, Triage, and Human Effort. - Maithra Raghu; Katy Blumer; Greg Corrado; Jon M. Kleinberg; Ziad Obermeyer; Sendhil Mullainathan (CoRR, 2019)

Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning. - Boris Babenko; Siva Balasubramanian; Katy E. Blumer; Gregory S. Corrado; Lily Peng; Dale R. Webster; Naama Hammel; Avinash V. Varadarajan (CoRR, 2019)

Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images. - Katy Blumer; Subhashini Venugopalan; Michael P. Brenner; Jon M. Kleinberg (CoRR, 2021)

An Abundance of Katherines: The Game Theory of Baby Naming. - Katy Blumer; Kate Donahue; Katie Fritz; Kate Ivanovich; Katherine Lee; Katie Luo; Cathy Meng; Katie Van Koevering (CoRR, 2024)

Tracking Patterns in Toxicity and Antisocial Behavior Over User Lifetimes on Large Social Media Platforms. - Katy Blumer; Jon M. Kleinberg (CoRR, 2024)