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What happens if you've multiple objectives/rewards for each arm? How can you find pareto set with bandits? At 5PM NeurIPS Conference, Cyrille'll present an adaptive & sequential sampling to identify Pareto set (or a relaxed Pareto set) of multivariate distributions. #NeurIPS23 #Bandit

What happens if you've multiple objectives/rewards for each arm? How can you find pareto set with bandits? At 5PM NeurIPS Conference, Cyrille'll present an adaptive & sequential sampling to identify Pareto set (or a relaxed Pareto set) of multivariate distributions #NeurIPS23 #Bandit

Today NeurIPS Conference, visit the #WANT workshop to know mode about tools and algorithms to make deep network training computationally friendly and resource efficient. #NeurIPS2023

Congratulations to Émilie for the well-deserved achievement! 😊🥳

It's fun to revisit the sanctum sanctorum: how does a brain learn? Today at Convention on Mathematics of #Neuroscience & #AI, POURCEL Guillaume presents our work with @AdityaGilra on how to design a bio-plausible learning rule rather than backprop type methods to learn a time series.

We've derived tight lower and upper bounds for differentially private finite-armed & linear bandits, while we lack the same for contextual bandits. At #COLT2024, Achraf presents open problems in contextual bandits with privacy. Debabrota Basu Centre Inria de l'Université de Lille Recherche - Université de Lille

Congratulations to Tuan Dam, Odalric, and Emilie on their work to address biased value function estimation in #MCTS using power means. 🥳 #UAI2024 Centre Inria de l'Université de Lille Recherche - Université de Lille