GAN-based Data Augmentation for Chest X-ray Classification S Sundaram, N Hulkund KDD 2021 Workshop on DSHealth, 2021 | 53 | 2021 |
Predicting Out-of-Domain Generalization with Neighborhood Invariance NH Ng, N Hulkund, K Cho, M Ghassemi Transactions on Machine Learning Research, 2023 | 19* | 2023 |
Privacy-preserving data release leveraging optimal transport and particle gradient descent K Donhauser, J Abad, N Hulkund, F Yang arXiv preprint arXiv:2401.17823, 2024 | 5 | 2024 |
Interpretable Distribution Shift Detection using Optimal Transport N Hulkund, N Fusi, JW Vaughan, D Alvarez-Melis ICML 2022 DataPerf Workshop, 2022 | 1 | 2022 |
Limits of Algorithmic Stability for Distributional Generalization N Hulkund, VM Suriyakumar, TW Killian, M Ghassemi NeurIPS Women in Machine Learning 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, ... | | |