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Research outputs

Sharp Spectral Rates for Koopman Operator Learning   [2023]

Kostic, Vladimir R  ; Lounici, Karim; Novelli, Pietro; Pontil, Massimiliano

Neural Algorithmic Reasoners are Implicit Planners   [2021]

Deac, Andreea; Velickovic, Petar; Milinkovic, Ognjen; Bacon, Pierre-Luc; Tang, Jian; Nikolic, Mladen  

Estimating Koopman operators with sketching to provably learn large scale dynamical systems   [2023]

Meanti, Giacomo; Chatalic, Antoine; Kostic, Vladimir R  ; Novelli, Pietro; Pontil, Massimiliano; Rosasco, Lorenzo

Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark   [2023]

Hansen, Lasse; Seedat, Nabeel; Van, der Schaar Mihaela; Petrovic, Andrija A  

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