no code implementations • 31 May 2023 • Deniz Koyuncu, Alex Gittens, Bülent Yener, Moti Yung
Inference of causal structures from observational data is a key component of causal machine learning; in practice, this data may be incompletely observed.
no code implementations • 26 Feb 2022 • Deniz Koyuncu, Bülent Yener
One limitation of the most statistical/machine learning-based variable selection approaches is their inability to control the false selections.