Held in conjunction with KDD'16
Workshop program
Time: 13:00-17:00, 14 August 2016;
Venue: Room Yosemite A/B/C, Hilton San Francisco
|
13:00 -13:05 |
Opening and Welcome |
|
13.05 – 14:05 |
Invited talk : Foundations of Causal Discovery (Slides) Frederick Eberhardt |
|
14:05 – 14:25 |
Evaluating Causal Models by Comparing Interventional Distributions (Slides) Dan Garant and David Jensen |
|
14:25 – 14:45 |
Handling hybrid and missing data in constraint-based causal discovery to study the etiology of ADHD (Slides) Elena Sokolova, Daniel von Rhein, Jill Naaijen, Perry Groot, Tom Claassen, Jan Buitelaar and Tom Heskes |
| 14:45 – 15:05 |
Identifiability and Transportability in Dynamic Causal Networks (Slides) Gilles Blondel, Marta Arias and Ricard Gavaldà |
| 15:05 – 15:25 |
Weakening Faithfulness: Some
Heuristic Causal Discovery
Algorithms Zhalama, Jiji Zhang, and Wolfgang Mayer |
| 15:25 – 15:30 |
Discussions
|
|
15:30 – 16:00 |
-------- Coffee Break
-------- |
|
16:00 – 16:20 |
Joint Probabilistic
Inference of Causal
Structure Dhanya Sridhar and Lise Getoor |
|
16:20 – 16:40 |
Identifiability of Non-Gaussian Structural VAR Models for Subsampled and Mixed Frequency Time Series (Slides) Alex Tank, Emily Fox and Ali Shojaie |
| 16:40 – 16:55 |
Discussions
|
|
16:55 – 17:00 |
Closing |