Chandler Squires
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Bio
Publications
Causal Structure Learning
The DeCAMFounder: Non-Linear Causal Discovery in the Presence of Hidden Variables
Jul 13, 2023
Causal Structure Learning: a Combinatorial Perspective
Aug 1, 2022
Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors
Apr 11, 2022
Maximum Likelihood Estimation for Brownian Motion Tree Models Based on One Sample
Dec 20, 2021
Causal Network Models of SARS-CoV-2 Expression and Aging to Identify Candidates for Drug Repurposing
Feb 15, 2021
Active Structure Learning of Causal DAGs via Directed Clique Trees
Nov 1, 2020
Permutation-Based Causal Structure Learning with Unknown Intervention Targets
Oct 20, 2019
Ordering-Based Causal Structure Learning in the Presence of Latent Variables
Oct 20, 2019
Direct Estimation of Differences in Causal Graphs
Nov 7, 2018