Principle of matrix and tensor factorization methods and their optimization in sketching, compression and tensor completion;
Specializing in the fundamentals of machine Understanding and embedded techniques, for example smartphones, this program will introduce you to the “language” of TinyML.
As significant language products (LLMs) turn into extra innovative and pervasive, the risk of misinformation they deliver poses major problems. This workshop aims to deal with the particular challenges associated with misinformation made by LLMs, concentrating on both of those prevention and detection methods.
Papers ought to be submitted during the AAAI structure. The evaluation course of action might be solitary-blinded, and we welcome recognized and released papers.
The workshop will function a broad variety of perspectives in the DoD, DHS, condition/regional stakeholders, and important infrastructure entrepreneurs/operators. Latest highlights in utilized exploration and technological know-how growth is going to be furnished by material gurus and innovators Performing to handle probably the most urgent problems. This workshop is by invite only. All attendees are necessary to be U.S. citizens.
The most crucial aim of the workshop should be to thrust this re- lookup direction forward by: (1) hosting a group of talks on this matter.
Authors of papers released or less than submission in other places are encouraged to post these papers or limited versions (which include abstracts) into the workshop, educating other researchers about their function, providing resubmissions are clearly labeled to stay away from copyright violations.
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Submissions can incorporate related operate in all possible phases, which include operate which was not long ago revealed, is less than submission in other places, was only recently finished, or remains to be ongoing. Authors of papers released or less than submission elsewhere are inspired to post the original papers or quick versions (such as abstracts) to educate other scientists with regards to their work, as long as resubmissions are clearly labelled to avoid copyright violations.
The workshop’s attendees are keynote speakers, authors whose papers are approved, and researchers and industrial practitioners who can show up at pursuing AAAI’s relevant plan. The anticipated variety of attendees is about 55.
Latest developments in AI applications, such as tensor factorizations and polynomial networks, have enabled advancements in fields like substantial language types, quantum computing, and deep Studying. The target of the workshop should be to foster collaboration and dialogue across distinctive investigate communities dealing with lower-rank strategies to push additional breakthroughs in AI.
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A few undertaking demonstration may also showcase the relation involving augmented truth and artificial intelligence (such as the Quorn AR NTUC Supermarket undertaking clearly show below).
The Workshop will likely be a 1- working day workshop. The workshop will involve invited talks together with spotlight and lightning talks from a subset from the accepted workshop papers. Even further, we can have a poster session for acknowledged workshop papers. Under are the main points of our proposed agenda.