AI
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A comprehensive review of DevoxxFR 2024
Devoxx France’s 12th edition took place from April 17 to April 19 in Paris at the Palais des Congrès, Porte Maillot. This year, Devoxx France expanded with the addition of a new floor to accommodate more than 4,000 people per day. The conference is designed by and for developers, placing special emphasis on content — evidenced by…
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Five years of Criteo AI Lab
Integrating real AI into AdTech Authors: Romain Lerallut & Liva Ralaivola Five years ago, we set out to do something unheard of in the French tech market — starting a state-of-the-art AI Lab at Criteo. Announcing the Criteo AI Lab We are pleased to announce the launch of the Criteo AI Lab (CAIL), a new chapter in our…
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Highlights from ECML PKDD 2023
We are thrilled to share some exciting news about our recent sponsorship at ECML 2023, held in the beautiful city of Torino from September 18th to September 22nd. ECML, the European Conference on Machine Learning, is a prestigious event that brings together over 600 participants from the global tech and machine learning community. This year,…
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Highlights from AISTATS 2023
The 26th International Conference on Artificial Intelligence and Statistics (AISTATS) was held on April 25 — April 27 at Palau de Congressos in Valencia (Spain). AISTATS is an interdisciplinary gathering of researchers at the intersection of computer science, artificial intelligence, machine learning, statistics, and related areas. At Criteo, we like how AISTATS has broadened research in these…
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Learning from Multiple Sources for Data-to-Text and Text-to-Data
How to generate fluent text from structured data and vice versa by leveraging heterogeneous data sources. Paper: https://arxiv.org/abs/2302.11269Category: Natural Language ProcessingRevue: AISTATS 2023 Why did we work on this topic (the problem we want to solve)? Data-to-text (D2T) and text-to-data (T2D) are dual tasks that convert structured data such as graphs or tables into fluent text, and…
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Highlights from DevoxxFR 2023
Devoxx France is one of the largest and most prestigious events of the year in France for information technology and software development enthusiasts. This year, the event attracted over 3,000 developers, engineers, and technology experts worldwide, making it one of the largest events of its kind. As a sponsor of Devoxx France 2023, our team…
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Highlights from NeurIPS 2022
Criteo was pleased to send seven researchers to NeurIPS 2022 in the beautiful and entertaining city of New Orleans. It was the first NeurIPS in person in 3 years and was now running in hybrid mode. There were some modifications to the program, which was now a single track with keynotes, but all accepted papers…
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Behind the scenes of the PEReN Hackathon: How our team triumphed
TL; DR The Criteo team won the PEReN Hackathon by using clustering approaches to distinguish pricing options from meal delivery data. We launched several exploratory data analysis to learn the data characteristics and extract many good features. The final solution combines a hand-made manual pricing cluster using a distance-fee correlation threshold and the Gaussian Mixture…
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Highlights of ICML 2022
Follow us to Baltimore…. The 39th International Conference on Machine Learning (ICML) took place in Baltimore, the USA, from 17th to 23rd July. ICML is one of the most prestigious conferences in machine learning, and covers a wide range of topics in machine learning from both practical and theoretical viewpoints. As one of the largest…
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Using AI and NLP to Tackle Advertisement Spreading Disinformation on the Conflict in Ukraine
Disinformation* and glorification of violence in the context of the war in Ukraine At Criteo, we strive to provide rigorous Supply Partner Guidelines to create a safe and efficient advertising solution that benefits our marketers and media owners. Our guidelines state that ”sharing or propagating false information or fabricated information designed to deceptively imitate news media…