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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

14 February 2024
Gideon Stein
M. Shadaydeh
Joachim Denzler
    CML
    AI4TS
ArXivPDFHTML

Papers citing "Embracing the black box: Heading towards foundation models for causal discovery from time series data"

2 / 2 papers shown
Title
Time Series Causal Link Estimation under Hidden Confounding using
  Knockoff Interventions
Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions
V. T. Trifunov
M. Shadaydeh
Joachim Denzler
CML
BDL
16
3
0
23 Sep 2022
Informer: Beyond Efficient Transformer for Long Sequence Time-Series
  Forecasting
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Haoyi Zhou
Shanghang Zhang
J. Peng
Shuai Zhang
Jianxin Li
Hui Xiong
Wan Zhang
AI4TS
167
3,873
0
14 Dec 2020
1