Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach

5 September 2023

Papers citing "Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach"

5 / 5 papers shown

Title
Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations M. Besserve Naji Shajarisales Dominik Janzing Bernhard Schölkopf CML AI4TS 21 3 0 29 Oct 2021
Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs Harish Doddi Deepjyoti Deka Saurav Talukdar M. Salapaka 77 6 0 02 Oct 2021
Causal Inference for Time series Analysis: Problems, Methods and Evaluation Raha Moraffah Paras Sheth Mansooreh Karami Anchit Bhattacharya Qianru Wang Anique Tahir A. Raglin Huan Liu CML AI4TS 91 107 0 11 Feb 2021
Causal Inference in Geoscience and Remote Sensing from Observational Data Adrián Pérez-Suay Gustau Camps-Valls CML 43 31 0 07 Dec 2020
Physics Informed Topology Learning in Networks of Linear Dynamical Systems Saurav Talukdar Deepjyoti Deka Harish Doddi D. Materassi Michael Chertkov M. Salapaka AI4CE 27 22 0 27 Sep 2018