9 citations · 15 across the 3 of their papers we have counts for
3 papers
Causal Discovery with Language Models as Imperfect Experts
Stephanie Long, Alexandre Piché, Valentina Zantedeschi +2
Understanding the causal relationships that underlie a system is a fundamental prerequisite to accurate decision-making. In this work, we explore how expert knowledge can be used t…
Can large language models build causal graphs?
Stephanie Long, Tibor Schuster, Alexandre Piché
Building causal graphs can be a laborious process. To ensure all relevant causal pathways have been captured, researchers often have to discuss with clinicians and experts while al…
Bayesian Nonparametric Modeling of Heterogeneous Groups of Censored Data
Alexandre Piché, Russell Steele, Ian Shrier +1
Datasets containing large samples of time-to-event data arising from several small heterogeneous groups are commonly encountered in statistics. This presents problems as they canno…