Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert
Spaces

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Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces

5 December 2017

Ingmar Schuster

Krikamol Muandet

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Papers citing "Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces"

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Title
Tensor-based computation of metastable and coherent sets Feliks Nuske Patrick Gelß Stefan Klus C. Clementi 161 13 0 12 Aug 2019
Learning low-dimensional state embeddings and metastable clusters from time series dataNeural Information Processing Systems (NeurIPS), 2019 Yifan Sun Yaqi Duan Hao Gong Mengdi Wang AI4TS 153 19 0 01 Jun 2019
Operator-theoretic framework for forecasting nonlinear time series with kernel analog techniques Romeo Alexander D. Giannakis AI4TS 216 74 0 30 May 2019
Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds A. Bittracher Stefan Klus B. Hamzi P. Koltai Christof Schütte 185 26 0 18 Apr 2019
A kernel-based approach to molecular conformation analysisJournal of Chemical Physics (JCP), 2018 Stefan Klus A. Bittracher Ingmar Schuster Christof Schütte 130 30 0 28 Sep 2018
Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces Mattes Mollenhauer Ingmar Schuster Stefan Klus Christof Schütte 149 22 0 24 Jul 2018
Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions Stefan Klus Sebastian Peitz Ingmar Schuster AI4TS 107 2 0 16 May 2018
MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means M. Lerasle Z. Szabó Gaspar Massiot Guillaume Lecué 358 38 0 13 Feb 2018