Using these in your mind, this workshop solicits initial contributions addressing troubles and alternatives relevant to dependability, excellent assurance and stability of ML systems.
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This will likely certainly be a at some point workshop, which includes 4 invited speakers, 1 panel session, a variety of oral presentations with the accepted very long papers and two poster sessions for all approved papers together with short and long.
So far as we know, we've been the 1st workshop to center on practical deep Discovering during the wild for AI, that's of good significance.
To adapt SSL frameworks to make powerful human-centric deep Finding out solutions for human-centric data, numerous vital troubles and prospects need to be explored. The intention with the inaugural HC-SSL workshop is to focus on and facilitate conversations In this particular region and expose the attendees to emerging potentials of SSL for human-centric representation Studying, and encourage responsible AI throughout the context of SSL.
Learning about and comprehension artificial intelligence can established people on the path to promising Professions in AI.
ML4OR is actually a one particular-day workshop consisting of a mixture of activities: many invited talks by identified speakers from equally OR and ML covering central theoretical, algorithmic, and practical troubles at this intersection; many technological sessions where by scientists briefly current their acknowledged papers; a virtual poster session for accepted papers and abstracts; a panel dialogue with speakers from academia and marketplace specializing in the condition of the sphere and promising avenues for foreseeable future investigation; an educational session on greatest techniques for incorporating ML in Innovative OR classes such as open program and details, Discovering outcomes, etc.
Workshops: NIST convenes solitary day, multi-Operating working day, and multi-week periods with professionals from various disciplines to tackle crucial queries while in the sphere of trustworthy and trusted AI and connected subjects. Workshops will normally be hybrid and simply accessible from the utilization of on-line discussion boards.
Introduce students and industry experts to new technologies in machine Finding out and acquire an comprehension of the problems and problems with information science placed on marketplace.
The accepted papers might be posted on the workshop Web page and is not going to surface within the AAAI proceedings. No less than one creator of each and every acknowledged submission ought to existing the paper with the workshop.
This workshop brings jointly scientists from assorted backgrounds with different perspectives to discuss languages, formalisms and representations which might be appropriate for combining Mastering and reasoning. The workshop aims at bridging formalisms for Discovering and reasoning which include neural and symbolic techniques, probabilistic programming, differentiable programming, Statistical Relation Mastering and employing non-differentiable optimization in deep models.
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The workshop will center on two thrusts: one) Exploring how we could leverage recent advancements in RL ways to strengthen state-of-the-artwork technological innovation for ED; 2) Pinpointing one of a kind issues in ED which can help nurture technological innovations and next breakthroughs in RL.
We think about submissions that haven’t been posted in any peer-reviewed venue (except Individuals less than assessment). The acknowledged papers will be allotted both a contributed discuss or possibly a poster more info presentation.