Paper
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FAIRPLAY: Research program to Optimize Fair & Private Interactions between ML Agents in AI Marketpla
How can we ensure that an advertisement or a job offer can be seen in a non-discriminatory way by the people they are displayed to? Inria, ENSAE (National School of Statistics and Economics, part of the Institut Polytechnique de Paris), and the Adtech leader Criteo founded the FAIRPLAY program in 2022. This groundbreaking initiative addresses…
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Research Card: Mode Identification with Partial Feedback
An adaptive algorithm that learns the best sequence of questions to identify as quickly as possible (in terms of questions) the most probable label for data points. Paper: Mode Identification with Partial Feedback Authors: Vivien Cabannes (Meta), Charles Arnal (Univ. Paris Saclay), V. Perchet (Ensae & Criteo) Category: Annotation Revue: COLT 2024 Why did we work…
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Our participation in the International Conference on Machine Learning 2024
The 41st edition of the International Conference on Machine Learning (ICML) took place from July 21 to July 27, 2024, at the Messe Wien Exhibition Congress Center in Vienna, Austria. This prestigious event, known for showcasing groundbreaking research in machine learning, artificial intelligence, statistics, and data science, adopted a hybrid format this year, allowing both…
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Attending to JEP-TALN RECITAL 2024
JEP-TALN RECITAL is the main gathering of French-speaking NLP researchers. It combines three historical French conferences. Journées d’Etudes sur la Parole: centered on speech. Traitement Automatique de la Langue Naturelle: centered on text. Rencontres des Etudiants Chercheurs en Informatique et Traitement Automatique des Langues: a space for students to showcase their work. We attended to…
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Research Card: Fixed Point Label Attribution for Real-Time Bidding
Research Card on how to attribute positive outcomes to touchpoints in a sequence of displays leading to a conversion. Paper: Fixed Point Label Attribution for Real-Time BiddingAuthors: Martin Bompaire, Antoine Désir, Benjamin HeymannCategory: Operations ResearchRevue: Manufacturing and Service Operations Management Why did we work on this topic (the problem we want to solve)? In display advertising,…
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Advent of Code 2023 — Sharing our experiences
In Criteo, we are passionate experts, but there is always more to learn. That passion motivates us to participate actively in code challenges such as Advent of Code. Also, this year, we decided to support the initiative by becoming a sponsor. That definitely boosted our participation and the involvement of our Criteos. Join us along…