Yehonatan Elisha

PhD student, Tel Aviv University

Joined

November 2022

Names

Yehonatan Elisha (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Tel Aviv University (tau.ac.il)

2024 – Present

MS student

Open University of Israel (openu.ac.il)

2021 – 2023

Advisors, Relations & Conflicts

Coauthor

oren barkan

Present

Expertise

Explainable AI

Present

Interpretable AI

Present

Publications

Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems
Dor Arviv, Yehonatan Elisha, Oren Barkan, Noam Koenigstein
- CoRR 2025
- Readers: Everyone
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
Yehonatan Elisha, Seffi Cohen, Oren Barkan, Noam Koenigstein
- CoRR 2025
- Readers: Everyone
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation
Oren Barkan, Yehonatan Elisha, Jonathan Weill, Noam Koenigstein
- AAAI 2025
- Readers: Everyone
Refining Fidelity Metrics for Explainable Recommendations
Mikhail Baklanov, Veronika Bogina, Yehonatan Elisha, Yahlly Schein, Liron I. Allerhand, Oren Barkan, Noam Koenigstein
- SIGIR 2025
- Readers: Everyone
Improving LLM Attributions with Randomized Path-Integration
Oren Barkan, Yehonatan Elisha, Yonatan Toib, Jonathan Weill, Noam Koenigstein
- EMNLP (Findings) 2024
- Readers: Everyone
Probabilistic Path Integration with Mixture of Baseline Distributions
Yehonatan Elisha, Oren Barkan, Noam Koenigstein
- CIKM 2024
- Readers: Everyone
Visual Explanations via Iterated Integrated Attributions
Oren Barkan, Yehonatan Elisha, Yuval Asher, Amit Eshel, Noam Koenigstein
- ICCV 2023
- Readers: Everyone

Co-Authors