posted by user: nickgentoo || 4568 views || tracked by 16 users: [display]

Emerging trends in ML@ESANN 2018 : Special Session - Emerging trends in machine learning: beyond conventional methods and data

FacebookTwitterLinkedInGoogle

Link: https://www.elen.ucl.ac.be/
 
When Apr 25, 2018 - Apr 27, 2018
Where Bruges (Belgium)
Submission Deadline Nov 20, 2017
Notification Due Jan 31, 2018
Categories    machine learning   neural networks   computational intelligence   computer science
 

Call For Papers

Call for papers: special session on "Emerging trends in machine learning: beyond conventional methods and data" at ESANN 2018

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2018).
25-27 April 2018, Bruges, Belgium - http://www.esann.org

DESCRIPTION:
Recently, new promising theoretical results, techniques, and methodologies have attracted the attention of many researchers and have allowed to broaden the range of applications in which machine learning can be effectively applied in order to extract useful and actionable information from the huge amount of heterogeneous data produced everyday by an increasingly digital world.
Examples of these methods and problems are:
- Learning under privacy and anonymity constraints
- Learning from structured, semi-structured, multi-modal (heterogeneous) data
- Constructive machine learning, e.g. generative models and structured output learning
- Reliable machine learning
- Learning to learn, e.g. lifelong learning and learning the loss
- Mixing deep and structured learning, e.g. mixture of wide and deep models
- Semantics-enabled recommender systems
- Reproducibility and interpretability in machine learning
- Human in the loop
- Adversarial learning
The focus of this special session is to attract both solid contributions or preliminary results which show the potentiality and the limitations of new ideas, refinements, or contaminations between the different fields of machine learning and other fields of research in solving real world problems. Both theoretical and practical results are welcome to our special session.

SUBMISSION:
Prospective authors must submit their paper through the ESANN portal following the instructions provided in https://www.elen.ucl.ac.be/esann/index.php?pg=submission. Each paper will undergo a peer reviewing process for its acceptance. Authors should send as soon as possible an e-mail with the tentative title of their contribution to the special session organisers.

IMPORTANT DATES:
Submission of papers: Extended to 29 November 2017
Notification of acceptance: 31 January 2018
ESANN conference: 25-27 April 2018

SPECIAL SESSION ORGANISERS
Luca Oneto, University of Genoa (Italy)
Nicolò Navarin, University of Padua (Italy)
Michele Donini, Istituto Italiano di Tecnologia (Italy)
Davide Anguita, University of Genoa (Italy)

Related Resources

SI-JoC 2018   Special Issue: Emerging Trends in Cybersecurity - Journal of Cybersecurity
WSDM 2019   WSDM 2019: The 12th ACM International Conference on Web Search and Data Mining
ELECOM 2018   The 2nd International Conference on Emerging Trends in Electrical, Electronic and Communications Engineering
ICDMML 2019   2019 International Conference on Data Mining and Machine Learning
SECURWARE 2018   The Twelfth International Conference on Emerging Security Information, Systems and Technologies
PAKDD 2019   Pacific-Asia Conference on Knowledge Discovery and Data Mining
ICSE NIER 2019   ICSE New Ideas and Emerging Results
ICCV 2019   International Conference on Computer Vision
icaase 2018   International Conference on Advanced Aspects of Software Engineering
SSCI 2019   The 2019 IEEE Symposium Series on Computational Intelligence