TechRxiv
Sparse_Online_Learning_with_Kernels_using_Random_Features_for_Estimating_Nonlinear_Dynamic_Graph.pdf (2.85 MB)
Download file

Sparse Online Learning with Kernels using Random Features for Estimating Nonlinear Dynamic Graphs

Download (2.85 MB)
preprint
posted on 2023-04-05, 13:05 authored by Rohan MoneyRohan Money, Joshin P. Krishnan, Baltasar Beferull-Lozano
An online nonlinear topology identification algorithm termed RFNL-TIRSO is proposed in the paper. The multivariate time series data received in sequential form is processed online to estimate time-varying nonlinear dependencies

History

Email Address of Submitting Author

rohantm@uia.no

Submitting Author's Institution

University of agder

Submitting Author's Country

  • Norway

Usage metrics

    Categories

    Keywords

    Online graph learningregret analysisrandom Fourier features

    Licence

    CC BY 4.0

    Exports