Unsuitability of NOTEARS for Causal Graph Discovery. - Marcus Kaiser; Maksim Sipos (CoRR, 2021)

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

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)

Unsuitability of NOTEARS for Causal Graph Discovery when Dealing with Dimensional Quantities. - Marcus Kaiser; Maksim Sipos (Neural Process. Lett., 2022)