The workshop will be a in the future Assembly comprising invited talks from scientists in the sphere, Highlight lightning talks and also a poster session exactly where contributing paper presenters can examine their work. Attendance is open to all registered participants.

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Keynotes and invited talks: A number of keynotes and invited talks by top scientists in the region are going to be introduced.

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Together with the keynote and displays of recognized functions, the workshop will include things like each a common discussion session on defining and addressing The crucial element issues During this area , in addition to a “lightning tutorial” session which will contain quick overviews and demos of relevant resources, which includes open resource frameworks for instance Ecole.

We invite submission of papers describing innovative study and applications all-around the next subject areas. Papers that introduce new theoretical concepts or approaches, help to establish a better knowledge of new rising principles via considerable experiments, or exhibit a novel software of those methods to a site are encouraged.

• Show an comprehension of unsupervised deep Understanding styles which include autoencoders and restricted Boltzmann machines.

This workshop starts with acknowledging the fundamental problems of robustness and adaptiveness in economical companies modeling and explores systematic methods to resolve these underlying challenges to avoid foreseeable future failures. Several of the critical concerns being explored contain:

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Approved submissions should have the option of staying posted online about the workshop Internet site. For authors who usually do not would like their papers to get posted on line, be sure to mention this in the workshop submission. The submissions have to be anonymized.

This will likely be click here a someday workshop with a number of paper shows and poster spotlights, a poster session, numerous invited talks, and a panel discussion.