posted by organizer: vcheplygina || 1528 views || tracked by 8 users: [display]

FEAST 2015 : ICML Workshop on Features and Structures


When Jul 10, 2015 - Jul 10, 2015
Where Lille, France
Submission Deadline May 6, 2015
Notification Due May 10, 2015
Categories    machine learning   pattern recognition   data mining

Call For Papers

The second workshop on Features and Structures (FEAST), colocated with ICML, aims to provide an open, low ­threshold forum for discussing data consisting of an underlying structure associated with descriptive attributes, such as in natural language processing, medical imaging, computer vision, bioinformatics, chemoinformatics, social network analysis and others. The goal of FEAST is to bring together researchers from diverse communities, with a shared interest in understanding structured data.

*Invited speakers*

Robert P.W. Duin, Delft University of Technology - Structural pattern recognition in the dissimilarity space

Pierre Vandergheynst, EPFL - High-dimensional signal processing on graphs

Florence d’Alché-Buc, Institut Mines-Télécom / Télécom ParisTech

*Motivation and topics*

The goal of the workshop is to spark discussion and interaction. Submission requires a 1-page PDF abstract, and we particularly encourage:
-Previously published work
-Preliminary results
-Open-ended questions and problem formulations

We welcome contributions including but not limited to:

-structured data
-data representation
-multiple instance learning
-graph kernels
-topological descriptors
-structured output
-graph analysis
-structured sparsity

*Important dates*

1st May 2015 - Deadline for abstracts
6th May 2015 - Extended deadline for abstracts
10th May 2015 - Acceptance notification
15th May 2015 - ICML early registration deadline
10th July 2015 - Workshop in Lille, France

Submission requires a 1-page double-column IEEE style abstract, which may cover previously published work, ongoing work or an open problem. Selected abstracts will be published on the workshop website.


Chloé-Agathe Azencott, Centre for Computational Biology of Mines ParisTech, Institut Curie and INSERM in Paris, France

Veronika Cheplygina, Biomedical Image Group Rotterdam, Erasmus Medical Center, Rotterdam, The Netherlands.

Aasa Feragen, Department of Computer Science, University of Copenhagen, Denmark


Textkernel ( machine learning for matching people and jobs
Eagle Vision ( developing innovative vision inspection systems for several industries

Related Resources

ICML 2017   34th International Conference on Machine Learning
WADS 2017   Workshop on Algorithms and Data Structures
IJCAI 2017   International Joint Conference on Artificial Intelligence
KALSIMIS 2017   Knowledge Acquisition and Learning in Semantic Interpretation of Medical Image Structures
ECML-PKDD 2017   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery
CPM 2017   Combinatorial Pattern Matching
DSAA 2017   The 4th IEEE International Conference on Data Science and Advanced Analytics 2017
BDAS 2017   13th (IEEE technically co-sponsored) International Conference Beyond Databases, Architectures and Structures
KDD 2017   Call for Research Papers