Schedule
8:15-9:00 - Breakfast
9:00-10:25 - Session 1
| 9:00 | On causal explanations of quantum correlations Robert Spekkens (invited talk) |
9:55 | Constructing Separators and Adjustment Sets in Ancestral Graphs Benito van der Zander, Maciej Liśkiewicz, Johannes Textor |
10:30-11:00 - Coffee
11:00-12:10 - Session 2
| 11:00 |
Type-II errors of independence tests can lead to arbitrarily large errors in estimated causal effects: an illustrative example Nicholas Cornia, Joris M. Mooij |
| 11:35 |
Estimating Causal Effects by Bounding Confounding Philipp Geiger, Dominik Janzing, Bernhard Schölkopf |
12:10-2:00 - Lunch
2:00-3:30 - Session 3
| 2:00 |
Generalizability of Causal and Statistical Relations Elias Bareinboim (invited talk) |
| 2:55 |
How Occam's Razor Provides a Neat Definition of Direct Causation Alexander Gebharter, Gerhard Schurz |
3:30-4:00 - Coffee
4:00-5:10 - Session 4
| 4:00 |
Improving Propensity Score Matching for Causal Inference on Relational Data David Arbour, Katerina Marazopoulou, David Jensen |
| 4:35 |
Toward Learning Graphical and Causal Process Models Christopher Meek |