Singular Value Decomposition of Operators on Reproducing Kernel Hilbert
Spaces

v1v2 (latest)

Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces

24 July 2018

Mattes Mollenhauer

Ingmar Schuster

Christof Schütte

ArXiv (abs)PDF HTML

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

15 / 15 papers shown

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 90 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 59 26 0 28 Sep 2018