Learning the Koopman Eigendecomposition: A Diffeomorphic Approach

15 October 2021

Papers citing "Learning the Koopman Eigendecomposition: A Diffeomorphic Approach"

8 / 8 papers shown

Title
Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection Long Tan Le Tung Nguyen Han Shu Suranga Seneviratne Choong Seon Hong Nguyen Tran 45 0 0 14 Mar 2025
Koopman-based Deep Learning for Nonlinear System Estimation Zexin Sun Mingyu Chen John Baillieul 24 0 0 01 May 2024
Let's do the time-warp-attend: Learning topological invariants of dynamical systems Noa Moriel Matthew Ricci Mor Nitzan 54 1 0 14 Dec 2023
On the Approximation of Bi-Lipschitz Maps by Invertible Neural Networks Bangti Jin Zehui Zhou Jun Zou 26 3 0 18 Aug 2023
Koopman Kernel Regression Petar Bevanda Maximilian Beier Armin Lederer Stefan Sosnowski Eyke Hüllermeier Sandra Hirche AI4TS 24 16 0 25 May 2023
Universal approximation property of invertible neural networks Isao Ishikawa Takeshi Teshima Koichi Tojo Kenta Oono Masahiro Ikeda Masashi Sugiyama 41 29 0 15 Apr 2022
Towards Data-driven LQR with Koopmanizing Flows Petar Bevanda Maximilian Beier Shahab Heshmati-alamdari Stefan Sosnowski Sandra Hirche 11 4 0 27 Jan 2022
Diffeomorphically Learning Stable Koopman Operators Petar Bevanda Maximilian Beier Sebastian Kerz Armin Lederer Stefan Sosnowski Sandra Hirche 27 21 0 08 Dec 2021