Program

CABB is occurring in room Encore1, on November 21, 2019, at IEEE BIBM in San Diego.

TimeTitlePresenter/Author
10:30– 10:35Opening Remarks and Introduction of KeynoteErich Kummerfled
10:35– 11:15Keynote Talk: Personalized Causal Modeling and Discovery in HealthcareGregory F. Cooper
11:15– 11:30Investigating the effect of binning on causal discoveryAndrew Deckert and Erich Kummerfeld
11:30- 11:50Boosting Local Causal Discovery in High-Dimensional Expression Data SlidesPhilip Versteeg and Joris Mooij
11:50- 12:05Constructing Instrument Mapping Using Markov Boundary Techniques: A Case Study with Two Quality of Life InstrumentsSisi Ma, Thomas Kirsh, Erich Kummerfeld, Melissa Fisher, Brandon Schermitzler, and Sophia Vinogradov
12:05- 12:20An Empirical Investigation of Instance-Specific Causal Bayesian Network Learning SlidesFattaneh Jabbari, Shyam Visweswaran, and Gregory F. Cooper
12:20- 12:40Simulations evaluating resampling methods for causal discovery: ensemble performance and calibration SlidesErich Kummerfeld and Alexander Rix
12:40- 13:00Discussion and Closing Remarks