Shanmugam, Divya

5 publications

CVPR 2025 Test-Time Augmentation Improves Efficiency in Conformal Prediction Divya Shanmugam, Helen Lu, Swami Sankaranarayanan, John Guttag

MLHC 2023 Coarse Race Data Conceals Disparities in Clinical Risk Score Performance Rajiv Movva, Divya Shanmugam, Kaihua Hou, Priya Pathak, John Guttag, Nikhil Garg, Emma Pierson

CHIL 2022 Data Augmentation for Electrocardiograms Aniruddh Raghu, Divya Shanmugam, Eugene Pomerantsev, John Guttag, Collin M Stultz

ICCV 2021 Better Aggregation in Test-Time Augmentation Divya Shanmugam, Davis Blalock, Guha Balakrishnan, John Guttag

MLHC 2019 Multiple Instance Learning for ECG Risk Stratification Divya Shanmugam, Davis Blalock, John Guttag