DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures. - Andrew R. Lawrence; Carl Henrik Ek; Neill D. F. Campbell (ICML, 2019)

Data Generating Process to Evaluate Causal Discovery Techniques for Time Series Data. - Andrew R. Lawrence; Marcus Kaiser; Rui Sampaio; Maksim Sipos (CoRR, 2021)

Domain Knowledge in A*-Based Causal Discovery. - Steven Kleinegesse; Andrew R. Lawrence; Hana Chockler (CoRR, 2022)

Equality of Effort via Algorithmic Recourse. - Francesca E. D. Raimondi; Andrew R. Lawrence; Hana Chockler (CoRR, 2022)

Causal Analysis of the TOPCAT Trial: Spironolactone for Preserved Cardiac Function Heart Failure. - Francesca E. D. Raimondi; Tadhg O'Keeffe; Hana Chockler; Andrew R. Lawrence; Tamara Stemberga; Andre Franca; Maksim Sipos; Javed Butler; Shlomo Ben-Haim (CoRR, 2022)