Connectionists: ESANN 2018 SS 1st CPF - Emerging trends in machine learning: beyond conventional methods and data

[Luca Oneto]

[Apologies if you receive multiple copies of this CFP]

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: 20 November 2017
Notification of acceptance: 31 January 2018
ESANN conference: 25-27 April 2018

SPECIAL SESSION ORGANISERS
Luca Oneto <luca.oneto at unige.it>, University of Genoa (Italy)
Nicolò Navarin <nnavarin at math.unipd.it>, University of Padua (Italy)
Michele Donini <mdonini at math.unipd.it>, Istituto Italiano di Tecnologia
(Italy)
Davide Anguita <davide.anguita at unige.it>, University of Genoa (Italy)

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Luca Oneto, PhD                            University of Genoa
web: www.lucaoneto.com               DIBRIS Department
e-mail: Luca.Oneto at unige.it          SmartLab Laboratory
e-mail: Luca.Oneto at gmail.com     Via Opera Pia 11a
Fax: +39-010-3532897 <+39%20010%20353%202897>                   16145 Genoa
ITALY
Phone: +39-010-3532192 <+39%20010%20353%202192>
www.smartlab.ws
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