ML Anthology

Kyono, Trent

5 publications

AISTATS 2023 To Impute or Not to Impute? Missing Data in Treatment Effect Estimation Jeroen Berrevoets, Fergus Imrie, Trent Kyono, James Jordon, Mihaela Schaar
NeurIPS 2021 DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks Boris van Breugel, Trent Kyono, Jeroen Berrevoets, Mihaela van der Schaar
NeurIPS 2021 MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms Trent Kyono, Yao Zhang, Alexis Bellot, Mihaela van der Schaar
NeurIPS 2020 CASTLE: Regularization via Auxiliary Causal Graph Discovery Trent Kyono, Yao Zhang, Mihaela van der Schaar
MLHC 2019 Multi-View Multi-Task Learning for Improving Autonomous Mammogram Diagnosis Trent Kyono, Fiona J. Gilbert, Mihaela Schaar