Neha Hulkund

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Preserving Privacy

Riemannian Manifolds

Top Venues

Trans. Mach. Learn. Res.

Publications

Konstantin Donhauser, Javier Abad, Neha Hulkund, Fanny Yang
Privacy-preserving data release leveraging optimal transport and particle gradient descent. CoRR (2024)
Nathan H. Ng, Neha Hulkund, Kyunghyun Cho, Marzyeh Ghassemi
Predicting Out-of-Domain Generalization with Neighborhood Invariance. Trans. Mach. Learn. Res. 2023 (2023)
Nathan Ng, Neha Hulkund, Kyunghyun Cho, Marzyeh Ghassemi
Predicting Out-of-Domain Generalization with Local Manifold Smoothness. CoRR (2022)
Neha Hulkund, Nicolò Fusi, Jennifer Wortman Vaughan, David Alvarez-Melis
Interpretable Distribution Shift Detection using Optimal Transport. CoRR (2022)
Shobhita Sundaram, Neha Hulkund
GAN-based Data Augmentation for Chest X-ray Classification. CoRR (2021)