Katy Blumer

According to our database, Katy Blumer authored at least 8 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

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

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

The Algorithmic Automation Problem: Prediction, Triage, and Human Effort.

Maithra Raghu, Katy Blumer, Greg Corrado, Jon M. Kleinberg, Ziad Obermeyer, Sendhil Mullainathan

CoRR, 2019

Direct Uncertainty Prediction for Medical Second Opinions.

Maithra Raghu, Katy Blumer, Rory Sayres, Ziad Obermeyer, Robert D. Kleinberg, Sendhil Mullainathan, Jon M. Kleinberg

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Direct Uncertainty Prediction with Applications to Healthcare.

Maithra Raghu, Katy Blumer, Rory Sayres, Ziad Obermeyer, Sendhil Mullainathan, Jon M. Kleinberg

CoRR, 2018

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

Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning.

Ryan Poplin, Avinash V. Varadarajan, Katy Blumer, Yun Liu, Michael V. McConnell, Gregory S. Corrado, Lily Peng, Dale R. Webster

CoRR, 2017

2012

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, Nikolaos Mavridis

Proceedings of the Neural Information Processing - 19th International Conference, 2012