Connectionists: EXTENDED DEADLINE: ICML 2013 Workshop on Machine Learning For System Identification

[Abdeslam Boularias]

ICML 2013 Workshop on Machine Learning For System Identification
http://mlsysid.tuebingen.mpg.de/

Call for Posters and Papers

We solicit submission of extended abstracts or papers discussing high
quality research on all aspects of dynamical system modeling and
identification with machine learning tools. Both theoretical and
applied contributions presenting recent or ongoing research are
welcomed. The list of tools, problems, and applications includes, but
is not limited to the following:
Tools: kernel methods, regularization techniques, Bayesian estimation,
deep learning, manifold learning, spectral methods, causal inference,
active learning, reinforcement learning.
Problems: predictor estimation, state-space model identification,
impulse response modeling, non-linear system modeling, experiment
design.
Applications: robotics, automotive, process control, motion tracking,
system biology, computational sustainability.

Submissions and Publication

A one-page extended abstract suffices for a poster submission.
Additionally, we welcome position papers, as well as papers discussing
open problems and potential future research directions. Both extended
abstracts and position/future research papers will be reviewed by
program committee members on the basis of relevance, significance, and
clarity. Submissions should be formatted according to the ICML 2013
conference template. The length of abstracts and papers should not
exceed 8 pages.

Submission website:

https://www.easychair.org/conferences/?conf=mlsysid2013

Important Dates

Apr 3, 2013 - Deadline of Submission (extended from Mar 20, 2013)
Apr 15, 2013 - Notification of Acceptance
June 20-21, 2013 - Workshop

Francesco Dinuzzo, Abdeslam Boularias and Lennart Ljung