We invite submissions to the ICDM 2022 workshop on Machine Learning on Higher-order Structured Data. The workshop will be held in-person during one day of the ICDM conference, which will be held at the Hilton Orlando in Orlando, Florida from Nov 28 - Dec 1.
https://sites.google.com/view/mlhos/ Submission deadline: Sept 2, 2022 Author notification: Oct 5, 2022 please circulate this CFP to your colleagues and networks Topics of interest broadly include, but are not limited to: (1) Scalable and efficient algorithms to deal with large-scale, complex higher-order relations. (2) Interpretable methods for learning and mining from high-order structured data. (3) Models and methods that account for the common properties of data, such as power law distributions. (4) Robust machine learning/deep learning methods to address the challenges of data imbalance and local sparsity. (5) Deep tensor decomposition and higher-order graph embeddings (6) Analysis and prediction from high-order interaction events and time series Submissions should be original research not published or under review at any other conference, journal, or workshop. Submissions should have a maximum of 8 pages (plus 2 extra pages) in double column format, and follow the guidelines of the standard ICDM paper submissions. For more formatting details, see ICDM paper guidelines: https://icdm22.cse.usf.edu/calls/Papers.html. Workshop paper submission link: https://wi-lab.com/cyberchair/2022/icdm22/scripts/submit.php?subarea=S16&undisplay_detail=1&wh=/cyberchair/2022/icdm22/scripts/ws_submit.php For any questions, please feel free to reach out to the organizers directly at mlhosworks...@gmail.com. Organizers: Shandian Zhe, University of Utah Nate Veldt, Texas A&M University Bin Shen, Pinerest, Inc Kuang-Chih Lee, Alibaba, Inc Best, Shandian Zhe Assistant Professor School of Computing University of Utah
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