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Neha Hulkund
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GAN-based Data Augmentation for Chest X-ray Classification
S Sundaram, N Hulkund
KDD 2021 Workshop on DSHealth, 2021
352021
Predicting Out-of-Domain Generalization with Neighborhood Invariance
NH Ng, N Hulkund, K Cho, M Ghassemi
Transactions on Machine Learning Research, 2023
11*2023
Interpretable Distribution Shift Detection using Optimal Transport
N Hulkund, N Fusi, JW Vaughan, D Alvarez-Melis
ICML 2022 DataPerf Workshop, 2022
22022
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
12024
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, ...
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Articles 1–6