See Invited Speakers for further information.
Abstracts can be found here.
| Thursday, November 30, 2017 | |||
| 08:30 | 09:00 | Registration and Welcome | |
| 09:00 | 09:15 | Welcome Fédération Charles Hermite |
P. Vallois |
| 09:15 | 9:30 | Introduction | É. Koudou, B. Lamiroy, N. Villa-Vialaneix |
| 9:30 | Searching for the Optimal Data Preprocessing Strategy | L. Berti-Équille | |
| 10:30 | |||
| 10:30 | 11:00 | Coffee Break | |
| 11:00 | 11:30 | Impact Of Cost-Sensitivity And Outliers Robustness | Local Talk (CRAN) Ph. Thomas |
| 11:20 | Classification with asymmetric label noise: Consistency and maximal Denoising | G. Blanchard | |
| 12:30 | |||
| 12:30 | 13:00 | Some questions on ranking of classifiers in the presence of label noise | Local Talk (IECL) E. Koudou |
| 13:00 | Lunch | ||
| 14:30 | |||
| 14:30 | Tell me What Label Noise is and I will Tell you how to Dispose of it | B. Frénay | |
| 15:30 | |||
| 15:30 | 16:00 | Soft Max Boosting with Noisy Labels | Local Talk (LIEC) M. Geist |
| 16:00 | 16:30 | Coffee Break | |
| 16:30 | Non-linear learning in the presence of label noise | A. Kaban | |
| 17:30 | |||
| 17:30 | 18:00 | Clustering quality evaluation: a task that has to deal with a naturally noisy context | Local Talk (Loria) JC Lamirel |
| 18:00 | 18:30 | Conclusion | |
| 18:30 | 21:00 | Workshop Reception | |
| Friday, December 01, 2017 | |||
| 09:00 |
Counting Votes and the Attempt to Replicate Human Interpretation |
D. Lopresti | |
| 10:00 | |||
| 10:00 | Supervised classification of satellite image time series from noisy labeled data | C. Pelletier | |
| 11:00 | |||
| 11:00 | 11:30 | Coffee Break | |
| 11:30 | Conclusion and Panel Discussion | ||
| 13:00 | |||
| 13:00 | Lunch | ||
| 14:30 | |||
| 14:30 | 15:00 | ||
| 15:00 | 15:30 | ||
| 15:30 | 16:00 | ||
| 16:00 | 16:30 | ||
| 16:30 | 17:00 | ||
| 17:00 | 17:30 | ||
| 17:30 | 18:00 | ||