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Katy Blumer
ORCID
Publication Activity (10 Years)
Years Active: 2012-2021
Publications (10 Years): 6
Top Topics
Monocular Slam
Deep Learning
Biomedical Informatics
Retinal Images
Top Venues
CoRR
ICML
ICONIP (5)
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Publications
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Katy Blumer
,
Subhashini Venugopalan
,
Michael P. Brenner
,
Jon M. Kleinberg
Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images.
CoRR
(2021)
Maithra Raghu
,
Katy Blumer
,
Greg Corrado
,
Jon M. Kleinberg
,
Ziad Obermeyer
,
Sendhil Mullainathan
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort.
CoRR
(2019)
Maithra Raghu
,
Katy Blumer
,
Rory Sayres
,
Ziad Obermeyer
,
Robert D. Kleinberg
,
Sendhil Mullainathan
,
Jon M. Kleinberg
Direct Uncertainty Prediction for Medical Second Opinions.
ICML
(2019)
Maithra Raghu
,
Katy Blumer
,
Rory Sayres
,
Ziad Obermeyer
,
Sendhil Mullainathan
,
Jon M. Kleinberg
Direct Uncertainty Prediction with Applications to Healthcare.
CoRR
(2018)
Ryan Poplin
,
Avinash V. Varadarajan
,
Katy Blumer
,
Yun Liu
,
Michael V. McConnell
,
Gregory S. Corrado
,
Lily Peng
,
Dale R. Webster
Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning.
CoRR
(2017)
Avinash V. Varadarajan
,
Ryan Poplin
,
Katy Blumer
,
Christof Angermüller
,
Joe Ledsam
,
Reena Chopra
,
Pearse A. Keane
,
Greg Corrado
,
Lily Peng
,
Dale R. Webster
Deep learning for predicting refractive error from retinal fundus images.
CoRR
(2017)
Katy Blumer
,
Hala R. Halaseh
,
Mian Umair Ahsan
,
Haiwei Dong
,
Nikolaos Mavridis
Cost-Effective Single-Camera Multi-Car Parking Monitoring and Vacancy Detection towards Real-World Parking Statistics and Real-Time Reporting.
ICONIP (5)
(2012)