Aymen Al Marjani
@aymen_marjaniPhD in RL/bandits theory. Instance-dependent when I can, minimax in my darkest hours
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How does a global differential-privacy🥷🥷🥷 constraint impact Best Arm Identification 🎰🎰🎰 algorithms ? Come find the answer tomorrow morning at our poster, presented by @MarcJourdan5
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence w/ A. Azize, @aymen_marjani & @BasuDebabrota Paper: arxiv.org/abs/2309.02202 Poster: Wed 13 Dec 10:45 a.m - 12:45 pm CST (#1604) 3/4
First Emilie presented work on PAC-BPI joint with @aymen_marjani @andrea_tirizoni ewrl.files.wordpress.com/2023/09/emilie…
1/n In #ALT2023 at Singapore, #Scool mates presented two papers. Congratulations to the authors. 🥳 Follow this thread for details! 😊 @Inria_Lille @univ_lille 👉arxiv.org/abs/2207.05852 and arxiv.org/abs/2210.00974
@InriaScool members are looking forward to present 6 papers in #AAAI2023 and the co-located workshops. Congratulations to all the authors.🥳Wish the @RealAAAI attendees a great conference ahead!😃🙏
"Tell me you're a moroccan doing ML without telling me..." Exciting opening talk at #AI4SCIENCE #MoroccoVsPortugal
2/n How many samples do you need to learn a near-optimal policy for an MDP? At 4PM, we present a characterisation of the problem-dependent sample complexity for learning a near-optimal policy in deterministic MDPs with stochastic rewards and deterministic transition. #NeurIPS2022
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