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Vianney.ai

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Vianney Perchet is a professor at CREST, ENSAE, focusing on the interplay between machine learning and game theory. His research spans pure theory, such as optimal rates of convergence of algorithms, and practical applications, including modeling user behavior and optimizing recommender systems. He also works as a principal researcher in the Criteo AI Lab, contributing to efficient exploration in recommender systems. The website showcases his extensive academic work, including numerous publications in top-tier conferences like NeurIPS, ICML, and AISTATS. It also details his teaching activities, covering Advanced Machine Learning, Introduction to Machine Learning, and Auctions & Matching, providing foundational knowledge and practical implementation insights for students. The site serves as a comprehensive portal to his academic contributions and ongoing projects.

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