Odelia Melamed

Publication Activity (10 Years)

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

Top Topics

Low Dimensional

Training Documents

Dimensionality Reduction

Linear Subspace

Top Venues

Publications

Odelia Melamed, Gilad Yehudai, Adi Shamir
MALT Powers Up Adversarial Attacks. CoRR (2024)
Odelia Melamed, Gilad Yehudai, Gal Vardi
Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces. NeurIPS (2023)
Odelia Melamed, Rich Caruana
Explaining high-dimensional text classifiers. CoRR (2023)
Odelia Melamed, Gilad Yehudai, Gal Vardi
Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Data Manifolds. CoRR (2023)
Adi Shamir, Odelia Melamed, Oriel BenShmuel
The Dimpled Manifold Model of Adversarial Examples in Machine Learning. CoRR (2021)