Challenges and Considerations in the Evaluation of Bayesian Causal
Discovery

Challenges and Considerations in the Evaluation of Bayesian Causal Discovery

5 June 2024

Amir Mohammad Karimi Mamaghan

Karl Henrik Johansson

Yarin Gal

Yashas Annadani

Papers citing "Challenges and Considerations in the Evaluation of Bayesian Causal Discovery"

4 / 4 papers shown

Title
DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design Clare Lyle Arash Mehrjou Pascal Notin Andrew Jesson Stefan Bauer Y. Gal Patrick Schwab 43 10 0 07 Dec 2023
Causal machine learning for single-cell genomics Alejandro Tejada-Lapuerta Paul Bertin Stefan Bauer H. Aliee Yoshua Bengio Fabian J. Theis CML 31 14 0 23 Oct 2023
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery Chris Cundy Aditya Grover Stefano Ermon CML 40 72 0 06 Dec 2021
Parameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributions D. Geiger David Heckerman 117 195 0 05 May 2021