Saturday 10 December 2016
Room 114, CCIB
Barcelona, Spain
| Time | Event |
|---|---|
| 9:00 | Welcome and setup |
| 9:10 | Tom Dietterich - Oregon State University Automated Data Cleaning via Multi-View Anomaly Detection |
| 9:50 | Isabel Valera and Zoubin Ghahramani Automatic Discovery of the Statistical Types of Variables in a Dataset |
| 10:10 | *Poster spotlights |
| 10:30 | Coffee break and posters |
| 11:00 | Christian Steinruecken - University of Cambridge Automated Model Construction and The Automated Statistician |
| 11:40 | David Janz, Brooks Paige, Tom Rainforth, Jan-Willem van de Meent, Frank Wood. Probabilistic structure discovery in time series data |
| 12:00 | Lunch and posters |
| 14:00 | Carlos Guestrin - University of Washington Why should I trust you? Explaining the predictions of machine-learning models |
| 14:40 | Richard Lippmann, William Campbell, Joseph Campbell. An Overview of the DARPA Data Driven Discovery of Models (D3M) Program |
| 15:00 | Coffee break and posters |
| 15:30 | Frank Hutter - University of Freiburg Advances and Challenges in Automated Machine Learning: Blackbox Optimization and Beyond |
| 16:10 | Kristin Bennett, John Erickson, Hannah De Los Santos, Evan Patton, John Sheehan, Deborah McGuinness. Data Analytics as Data: A Semantic Workflow Approach |
| 16:30 | Lidia Contreras-Ochando, Fernando MartÃnez-Plumed, Cesar Ferri, Jose Hernandez-Orallo, Maria Jose Ramirez-Quintana. General-Purpose Inductive Programming for Data Wrangling Automation |
| 16:50 | Wrap up |
| 17:00 | End |