PROGRAM
Time:
8:00AM – 12:00PM, August 14, 2017
8:00 -8:10 |
Opening and Welcome |
8:10 – 9:10 |
Invited talk
:
Advances in Causal-Based Feature
Selection
Ioannis Tsamardinos |
9:10 – 9:35 |
Constraint-based Causal
Discovery with Mixed Data
Michail Tsagris, Giorgos
Borboudakis, Vincenzo Lagani,
and
Ioannis Tsamardinos |
|
On Causal Analysis for Heterogeneous Networks (slides)
Katerina Marazopoulou, David
Arbour, and David Jensen |
10:00 – 10:30 |
-------- Coffee Break -------- |
10:30 – 10:55 |
Scoring Bayesian Networks of
Mixed Variables
Bryan
Andrews, Joseph Ramsey, and Greg
Cooper |
10:55 – 11:20 |
Comparison of Strategies for Scalable Causal
Discovery of Latent
Vineet
Raghu,
Joseph Ramsey,
Alison Morris,
Dimitrios Manatakis,
Peter Sprites,
Panos K. Chrysanthis,
Clark Glymour, and Panayiotis V.
Benos |
11:20 –
11:45 |
On
Scoring Maximal Ancestral Graphs
with the Max-Min Hill Climbing
Algorithm
Konstantinos Tsirlis, Vincenzo
Lagani, Sofia Triantafillou, and
Ioannis Tsamardinos |
11:45
– 12:00 |
Discussion, Closing |