Odelia Melamed

According to our database, Odelia Melamed authored at least 7 papers between 2021 and 2026.

Collaborative distances:

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

2026

A Provable Energy-Guided Test-Time Defense Boosting Adversarial Robustness of Large Vision-Language Models.

Mujtaba Hussain Mirza, Antonio D'Orazio, Odelia Melamed, Iacopo Masi

CoRR, March, 2026

2025

Provable Unlearning with Gradient Ascent on Two-Layer ReLU Neural Networks.

Odelia Melamed, Gilad Yehudai, Gal Vardi

CoRR, October, 2025

2024

MALT Powers Up Adversarial Attacks.

Odelia Melamed, Gilad Yehudai, Adi Shamir

Proceedings of the Advances in Neural Information Processing Systems 37: 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