30 citations · 42 across the 4 of their papers we have counts for
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cs.LG2019★ 3 cited
Improving Model Robustness Using Causal Knowledge
Trent Kyono, Mihaela van der Schaar
For decades, researchers in fields, such as the natural and social sciences, have been verifying causal relationships and investigating hypotheses that are now well-established or…
cs.LG2018
Siamese Survival Analysis with Competing Risks
Anton Nemchenko, Trent Kyono, Mihaela Van Der Schaar
Survival analysis in the presence of multiple possible adverse events, i.e., competing risks, is a pervasive problem in many industries (healthcare, finance, etc.). Since only one…