Open problems in causal structure learning: A case study of COVID-19 in
the UK

Open problems in causal structure learning: A case study of COVID-19 in the UK

5 May 2023

Anthony C. Constantinou

Yang Liu

Kiattikun Chobtham

Arian Hashemzadeh

Praharsh Nanavati

Bruno Petrungaro

Papers citing "Open problems in causal structure learning: A case study of COVID-19 in the UK"

5 / 5 papers shown

Title
Investigating potential causes of Sepsis with Bayesian network structure learning Bruno Petrungaro N. K. Kitson Anthony C. Constantinou CML 42 0 0 13 Jun 2024
Bayesian structure learning and sampling of Bayesian networks with the R package BiDAG Polina Suter Jack Kuipers G. Moffa N. Beerenwinkel 42 39 0 02 May 2021
Masked Gradient-Based Causal Structure Learning Ignavier Ng Shengyu Zhu Zhuangyan Fang Haoyang Li Zhitang Chen Jun Wang CML 75 116 0 18 Oct 2019
Learning Sparse Nonparametric DAGs Xun Zheng Chen Dan Bryon Aragam Pradeep Ravikumar Eric P. Xing CML 101 254 0 29 Sep 2019
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 133 434 0 20 Feb 2013