MLSI 2013 - 2013 Workshop on Machine Learning For System Identification

ICML 2013 Workshop on Machine Learning For System Identification
http://mlsysid.tuebingen.mpg.de/
Call for Posters and Papers
We solicit submission of extendend 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
An 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=mlsysi...
Important Dates
Mar 20, 2013 - Deadline of Submission
Apr 15, 2013 - Notification of Acceptance
June 20-21, 2013 - Workshop