Author: Criteo Tech
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Research Card: Strategic Arms with Side Communication Prevail Over Low-Regret MAB Algorithms
Paper: Strategic Arms with Side Communication Prevail Over Low-Regret MAB AlgorithmsAuthors: Ahmed Ben Yahmed, Clément Calauzènes, Vianney PerchetCategory: Learning Theory, Sequential LearningRevue: ICASSP 2024 Why did we work on this topic (the problem we want to solve)? We chose to investigate this topic because we aimed to address a fundamental problem within the strategic multi-armed bandit…
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Building a Sustainable Future through Real-Time Data
Main takeaways from the Aerospike Summit Paris 2024 On June 6th, 2024, Criteo Headquarters hosted the Aerospike Summit Paris, an event that brought together database innovators, technologists, developers, engineers, and architects. The summit focused on real-time data processing and sustainability, highlighting how cutting-edge technologies like Aerospike can contribute to a greener and more sustainable future. This…
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Research Card: Exploring 3D-aware Latent Spaces for Efficiently Learning Numerous Scenes
Paper: Exploring 3D-aware Latent Spaces for Efficiently Learning Numerous ScenesAuthors : Antoine Schnepf (Criteo AI Lab), Karim Kassab (Criteo AI Lab), Jean-Yves Franceschi (Criteo AI Lab), Laurent Caraffa, Flavian Vasile (Criteo AI Lab), Jeremie Mary (Criteo AI Lab), Andrew Comport, Valérie Gouet-BrunetCategory: Deep Learning, Computer vision, 3DRevue: CVPR 2024 3DMV Workshop Why did we work on…
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Insights and Highlights from CommitConf’24
CommitConf 2024 took place one more time this year in Madrid, from April 19 to April 20, drawing over 1000 participants and hosting more than 80 speakers. The event provided an excellent platform for delving into topics such as software architecture, Machine Learning, Developer Experience, and real-world experiences. This two-day conference is one of the…
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KubeCon + CloudNativeCon Europe’24 notes
The Kubecon + Cloudnative Europe 2024 took place in Paris from March 19 to March 22. This year, the event attracted over 12,000 participants from around the world. Authors: Harold, Geoffrey, Mathieu, Sennen, Flavien, Jonathan, Xavier, Thomas, Amine, Bruno, Dmitry and Michaël. The conference featured keynote speakers, technical sessions, workshops, and networking opportunities designed specifically for…
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Exploring the Criteo Developer eXperience Days 2023
Last year marked the second edition of our internal event, the Criteo Developer eXperience Days, designed to elevate the developer experience by deepening their understanding of development best practices and tooling. In a nutshell: Why organize a conference? Well, we think it’s a good medium to share knowledge with a huge audience of developers. People…
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Research Card: Federated Wasserstein Distance
How to tackle the challenge of calculating the similarity between two sets of embeddings, each held by a different party, while respecting privacy restrictions? Paper: Federated Wasserstein DistanceAuthors: Alain Rakotomamonjy (Criteo AI Lab), Kimia Nadjahi (MIT), Liva Ralaivola (Criteo AI Lab).Category: Federated Wasserstein DistanceRevue: ICLR 2024 Why did we work on this topic, the problem…
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Research Card: Unifying GANs and Score-Based Diffusion as Generative Particle Models
How to merge two different types of generative models into a single framework, allowing the discovery of new types of generative models via hybridization. Paper: Unifying GANs and Score-Based Diffusion as Generative Particle ModelsAuthors: Jean-Yves Franceschi (Criteo AI Lab), Mike Gartrell (*Criteo AI Lab), Ludovic Dos Santos (Criteo AI Lab), Thibaut Issenhuth (Criteo AI Lab…
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Highlights from SnowCamp 2024
Our Criteos share the main takeaways from the biggest tech conference in Grenoble. Authors: Luiza, Estelle, Sylvain, Vincent, Eduardo, Concetto & Kini. SnowCamp 2024 was an incredible experience, and we’re already counting down the days until next year’s event. With tickets selling out in a mere minute and a bustling attendance of approximately 600 participants,…
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R&D Community Awards 2023 Recap
We celebrated everything we achieved during the year and recognized the Criteo R&D Ambassadors involved. The R&D Community is a key pillar for Criteo and represents our culture embracing Criteo’s values. To recognize that, we have celebrated our first Community Awards, where we reviewed everything we have achieved this year and witnessed the finalists and…