2024
Tracking Patterns in Toxicity and Antisocial Behavior Over User Lifetimes on Large Social Media Platforms.
CoRR, 2024

An Abundance of Katherines: The Game Theory of Baby Naming.
CoRR, 2024

2021
Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images.
CoRR, 2021

2019
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning.
CoRR, 2019

The Algorithmic Automation Problem: Prediction, Triage, and Human Effort.
CoRR, 2019

Direct Uncertainty Prediction for Medical Second Opinions.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Direct Uncertainty Prediction with Applications to Healthcare.
CoRR, 2018

2017
Deep learning for predicting refractive error from retinal fundus images.
CoRR, 2017

Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning.
CoRR, 2017

2012
Cost-Effective Single-Camera Multi-Car Parking Monitoring and Vacancy Detection towards Real-World Parking Statistics and Real-Time Reporting.
Proceedings of the Neural Information Processing - 19th International Conference, 2012