Odelia Melamed

According to our database, Odelia Melamed authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MALT Powers Up Adversarial Attacks.

Odelia Melamed, Gilad Yehudai, Adi Shamir

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Explaining high-dimensional text classifiers.

Odelia Melamed, Rich Caruana

CoRR, 2023

Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Data Manifolds.

Odelia Melamed, Gilad Yehudai, Gal Vardi

CoRR, 2023

Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces.

Odelia Melamed, Gilad Yehudai, Gal Vardi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

The Dimpled Manifold Model of Adversarial Examples in Machine Learning.

Adi Shamir, Odelia Melamed, Oriel BenShmuel

CoRR, 2021