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Time Series Causal Link Estimation under Hidden Confounding using
  Knockoff Interventions

Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions

23 September 2022
V. T. Trifunov
M. Shadaydeh
Joachim Denzler
    CML
    BDL
ArXivPDFHTML

Papers citing "Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions"

2 / 2 papers shown
Title
Embracing the black box: Heading towards foundation models for causal
  discovery from time series data
Embracing the black box: Heading towards foundation models for causal discovery from time series data
Gideon Stein
M. Shadaydeh
Joachim Denzler
CML
AI4TS
24
1
0
14 Feb 2024
Deep Learning-based Group Causal Inference in Multivariate Time-series
Deep Learning-based Group Causal Inference in Multivariate Time-series
Wasim Ahmad
M. Shadaydeh
Joachim Denzler
CML
BDL
AI4TS
18
0
0
16 Jan 2024
1