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

7 June 2023

Papers citing "Estimating Koopman operators with sketching to provably learn large scale dynamical systems"

5 / 5 papers shown

Title
Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method Edoardo Caldarelli Antoine Chatalic Adria Colomé C. Molinari C. Ocampo‐Martinez Carme Torras Lorenzo Rosasco 28 0 0 05 Mar 2024
Learning to Forecast Dynamical Systems from Streaming Data D. Giannakis Amelia Henriksen J. Tropp Rachel A. Ward AI4TS 33 17 0 20 Sep 2021
Time-lagged autoencoders: Deep learning of slow collective variables for molecular kinetics C. Wehmeyer Frank Noé AI4CE BDL 109 355 0 30 Oct 2017
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 75 278 0 09 Aug 2012
Conditional mean embeddings as regressors - supplementary Steffen Grunewalder Guy Lever Luca Baldassarre Sam Patterson A. Gretton Massimiliano Pontil 80 143 0 21 May 2012