GAN-based Data Augmentation for Chest X-ray Classification S Sundaram, N Hulkund KDD 2021 Workshop on DSHealth, 2021 | 31 | 2021 |
Predicting Out-of-Domain Generalization with Neighborhood Invariance NH Ng, N Hulkund, K Cho, M Ghassemi Transactions on Machine Learning Research, 2023 | 7* | 2023 |
Limits of Algorithmic Stability for Distributional Generalization N Hulkund, VM Suriyakumar, TW Killian, M Ghassemi | | 2022 |
Interpretable Distribution Shift Detection using Optimal Transport N Hulkund, N Fusi, JW Vaughan, D Alvarez-Melis ICML 2022 DataPerf Workshop, 2022 | | 2022 |
Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2022 Symposium S Hegselmann, H Zhou, Y Zhou, J Chien, S Nagaraj, N Hulkund, S Bhave, ... | | |