[Cfp] Connecting Low-Rank Representations in AI @ AAAI-25

[Antonio Vergari]

Dear all,

We would like to make you aware of our one day workshop CoLoRAI - Connecting Low-Rank Representations in AI (https://april-tools.github.io/colorai/) 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 (check the website!) and a call for papers and speakers is now open here: https://openreview.net/group?id=AAAI.org/2025/Workshop/CoLoRAI

Important dates:
  - submission deadline: 22nd Nov 2024
  - expected notification of acceptance: 9th Dec 2024
  - camera-ready deadline: 10th Jan 2025

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,

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