Amine Benhalloum

Joined

July 2019

Names

Amine Benhalloum

Emails

****@meta.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

MS student

Ecole Nationale Supérieure de Techniques Avancées (ensta.fr)

2010 – 2013

Advisors, Relations & Conflicts

Coworker

Tao Xiang

2023 – Present

Expertise

Machine Learning

Present

Deep Learning

Present

Generative AI

Present

Natural Language Processing

Present

Computer Vision

Present

Publications

Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
Romain Froger, Pierre Andrews, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Menard, Gerard Moreno-Torres Bertran, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov, Vladislav Vorotilov, Mengjue Wang et al. (4 additional authors not shown)
- ICLR 2026 Oral
- Readers: Everyone
ARE: Scaling Up Agent Environments and Evaluations
Pierre Andrews, Amine Benhalloum, Gerard Moreno-Torres Bertran, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Romain Froger, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Ménard, Grégoire Mialon, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov et al. (4 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Reward Optimizing Recommendation using Deep Learning and Fast Maximum Inner Product Search
Imad Aouali, Amine Benhalloum, Martin Bompaire, Achraf Ait Sidi Hammou, Sergey Ivanov, Benjamin Heymann, David Rohde, Otmane Sakhi, Flavian Vasile, Maxime Vono
- KDD 2022
- Readers: Everyone
Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation
Imad Aouali, Amine Benhalloum, Martin Bompaire, Benjamin Heymann, Olivier Jeunen, David Rohde, Otmane Sakhi, Flavian Vasile
- 2022 (modified: 19 Jan 2023)
- CoRR 2022
- Readers: Everyone
Scalable representation learning and retrieval for display advertising
Olivier Koch, Amine Benhalloum, Guillaume Genthial, Denis Kuzin, Dmitry Parfenchik
- CoRR 2021
- Readers: Everyone
A Gentle Introduction to Recommendation as Counterfactual Policy Learning
Flavian Vasile, David Rohde, Olivier Jeunen, Amine Benhalloum
- 2020 (modified: 19 Jan 2023)
- UMAP 2020
- Readers: Everyone
Trans-gram, Fast Cross-lingual Word-embeddings
Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum
- 2015 (modified: 16 Jul 2019)
- EMNLP 2015
- Readers: Everyone

Co-Authors

View all 41 co-authors