Connectionists: AAAI Workshop in Connecting Low-Rank Representations in AI

[Deanna Needell]

Dear all,

We would like to make you aware of our one day workshop *CoLoRAI -
Connecting Low-Rank Representations in AI* at the Thirty-Ninth AAAI
Conference on Artificial Intelligence (AAAI-25). The workshop will be held
at the Pennsylvania Convention Center in Philadelphia, Pennsylvania, USA,
March 4, 2025. We have an exciting lineup of invited speakers and a call
for papers <https://april-tools.github.io/colorai/cfp.html> and speakers is
now open.

We welcome submissions about methodologies and applications centered around
the following topics:

   -  Low-rank structures to speed up computation of large ML systems,
   - Circuit representations for reliable and efficient probabilistic
   reasoning and learning,
   - Tensorial architecture design in deep learning, Tensor networks for
   quantum and physics-inspired computing,
   - Theory of matrix and tensor factorization methods and their
   optimization,
   - Expressivity of tensor representations,
   - Applications of low-rank representations in AI-related fields.

Please view https://april-tools.github.io/colorai/ for more information!

Sincerely,
Workshop organizers Grigoris Chrysos, Chao Li, Deanna Needell,
and Antonio Vergari

--
Prof. Deanna Needell
Professor, Department of Mathematics, UCLA
Executive Director, Institute for Digital Research & Education
Dunn Family Endowed Chair in Data Theory
my gender pronouns are: she, her, hers
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