Singular Value Decomposition of Operators on Reproducing Kernel Hilbert
Spaces

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Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces

24 July 2018

Mattes Mollenhauer

Ingmar Schuster

Christof Schütte

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Papers citing "Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces"

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Title
Deep spatio-temporal point processes: Advances and new directions Xiuyuan Cheng Zheng Dong Yao Xie AI4TS 78 0 0 08 Apr 2025
Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators Naichang Ke Ryogo Tanaka Yoshinobu Kawahara 88 0 0 06 Jan 2025
Variational Search Distributions Daniel M. Steinberg Rafael Oliveira Cheng Soon Ong Edwin V. Bonilla 114 1 0 10 Sep 2024
Dynamical systems and complex networks: A Koopman operator perspective Stefan Klus Natavsa Djurdjevac Conrad 51 3 0 14 May 2024
A randomized algorithm to solve reduced rank operator regression G. Turri Vladimir Kostic P. Novelli Massimiliano Pontil 103 4 0 28 Dec 2023
Deep graph kernel point processes Zheng Dong Matthew Repasky Xiuyuan Cheng Yao Xie 3DPC 100 3 0 20 Jun 2023
Estimating Koopman operators with sketching to provably learn large scale dynamical systems Giacomo Meanti Antoine Chatalic Vladimir Kostic P. Novelli Massimiliano Pontil Lorenzo Rosasco 92 11 0 07 Jun 2023
Spatio-temporal point processes with deep non-stationary kernels Zheng Dong Xiuyuan Cheng Yao Xie BDL AI4TS 81 10 0 21 Nov 2022
Learning Transfer Operators by Kernel Density Estimation Sudam Surasinghe Jeremie Fish Erik Bollt 18 2 0 01 Aug 2022
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces Vladimir Kostic P. Novelli Andreas Maurer C. Ciliberto Lorenzo Rosasco Massimiliano Pontil 78 62 0 27 May 2022
Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry Stefan Klus Patrick Gelß Feliks Nuske Frank Noé 47 21 0 31 Mar 2021
Nonparametric approximation of conditional expectation operators Mattes Mollenhauer P. Koltai 95 17 0 23 Dec 2020
A Rigorous Theory of Conditional Mean Embeddings I. Klebanov Ingmar Schuster T. Sullivan 89 41 0 02 Dec 2019
Kernel methods for detecting coherent structures in dynamical data Stefan Klus B. Husic Mattes Mollenhauer Frank Noé 57 29 0 16 Apr 2019
A kernel-based approach to molecular conformation analysis Stefan Klus A. Bittracher Ingmar Schuster Christof Schütte 57 26 0 28 Sep 2018