[Comp-neuro] CFP: MLINI-2013:  3rd  Workshop on Machine Learning and Inference in Neuroimaging at NIPS-2013

Irina Rish rish at us.ibm.com
Tue Sep 10 00:00:23 CEST 2013



Call for Papers

MLINI-2013:  3rd  Workshop on Machine Learning and Inference in
Neuroimaging at NIPS-2013

https://sites.google.com/site/mlininips2013/

December 9-10, 2013, Lake Tahoe, Nevada, United States

Submission deadline: October 11th, 2013

Workshop Overview:
-----------------------
MLINI is a two day workshop on the topic of machine learning approaches in
neuroscience and neuroimaging.  The goal of the workshop is to pinpoint the
most pressing issues and common challenges across the fields, and to sketch
future directions and open questions in the light of novel methodology. The
workshop aims at providing a forum that joins machine learning,
neuroscience, psychology and psychiatry community, and should facilitate
formulating and discussing the issues at their interface.  Motivated by two
previous workshops, MLINI ‘11 and MLINI’12, we will center this workshop
around invited talks, and two panel discussions. Triggered by these
discussions, this year we plan to adapt the workshop topics to a less
traditional scope that investigates the role of machine learning in
neuroimaging of both animals and humans, as well as in behavioral models
and psychology.

Open questions and possible topics for contribution will be structured
around the following 4 main topics:

- Machine learning and pattern analysis methodology in neuroimaging
- Functional networks and dynamical models of the brain
- Multi-modal analysis of  mental state inference from imaging and/or
behavioral data
- Linking machine learning, neuroimaging and neuroscience

Workshop Format:
--------------------------

In this two-day workshop we will explore perspectives and novel methodology
at the interface of Machine Learning, Inference, Neuroimaging and
Neuroscience. We aim to bring researchers from machine learning and
neuroscience community together, in order to discuss open questions,
identify the core points for a number of the controversial issues, and
eventually propose approaches to solving those issues.
Each session will be opened by 2-3 invited talks, and an in depth
discussion. This will be followed by original contributions. Original
contributions will also be presented and discussed during a poster session.
The workshop will end with a panel discussion, during which we will address
specific questions, and invited speakers will open each segment with a
brief presentation of their opinion.

Paper Submission:
--------------------------
We seek for submission of original (previously unpublished) research
papers. The length of the submitted papers should not exceed 8 pages in
Springer format,  excluding the references (LaTeX2e style  files are
available on the workshop page).
Submission of previously published work is possible as well, but the
authors are required to mention this explicitly. Previously published work
can be presented at the workshop, but will not be included into the
workshop proceedings (which are considered peer-reviewed publications of
novel contributions).  Moreover, the authors are welcome to present their
novel work but choose to opt out of the workshop proceedings in case they
have alternative publication plans.

Important dates:
--------------------------
-  October 11, 2013 - paper submission
-  October 26, 2012  -  notification of acceptance/rejection
-  December 9-10, 2013 -  Workshop in Lake Tahoe, Nevada US, following the
NIPS conference

Organizing Committee:
--------------------------
Guillermo Cecchi (IBM T.J. Watson Research Center)
Kai-min Kevin Chang (Language Technologies Institute, Carnegie Mellon
University)
Georg Langs (Medical University of Vienna, CSAIL, MIT)
Brian Murphy (Machine Learning Department, Carngie Mellon University)
Irina Rish (IBM T.J. Watson Research Center)



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