3 papers
stat.ML2023
Neural Network Parameter-optimization of Gaussian pmDAGs
Mehrzad Saremi
Finding the parameters of a latent variable causal model is central to causal inference and causal identification. In this article, we show that existing graphical structures that…
cs.AI2020
A Critique on the Interventional Detection of Causal Relationships
Mehrzad Saremi
Interventions are of fundamental importance in Pearl's probabilistic causality regime. In this paper, we will inspect how interventions influence the interpretation of causation in…
q-bio.GN2019
Reconstruction of Gene Regulatory Networks usingMultiple Datasets
Mehrzad Saremi, Maryam Amirmazlaghani
Motivation: Laboratory gene regulatory data for a species are sporadic. Despite the abundance of gene regulatory network algorithms that employ single data sets, few algorithms can…