Comsoc and Computer Joint meeting: Mathematical Artificial Intelligence

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Mathematical Artificial Intelligence

 By Prof. Shui Yu

 University of Technology Sydney

 

Abstract： 

Artificial Intelligence is a leading topic in both academia and industry, and explainable AI (XAI) is a critical and hot topic of the field. However, we noticed that XAI is not the core of the business, and we expect deterministic AI models. In this talk, we will report the current landscape of XAI, and then introduce the next stage after XAI – Mathematical AI (MAI). We will mainly present how the mathematical tools, such as differential geometry and group theory, are used build deterministic AI models. At the end of the talk, we will present some cases of the application of MAI. We hope the talk will shed light on the promising field for interested audience.


  Date and Time

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  • Date: 19 Jul 2024
  • Time: 04:00 PM to 05:15 PM
  • All times are (UTC-07:00) Pacific Time (US & Canada)
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  • Starts 07 July 2024 12:00 AM
  • Ends 19 July 2024 05:00 PM
  • All times are (UTC-07:00) Pacific Time (US & Canada)
  • No Admission Charge

  Speakers

Dr. Shui Yu

Biography:

Shui Yu is a Professor of School of Computer Science, University of Technology Sydney, Australia. His research interest includes Cybersecurity, Network Science, Big Data, and Mathematical Modelling. He has published seven monographs and edited two books, more than 600 technical papers at different venues, such as IEEE TDSC, TPDS, TC, TIFS, TMC, TKDE, TETC, ToN, and INFOCOM. His current h-index is 76. Professor Yu promoted the research field of networking for big data since 2013, and his research outputs have been widely adopted by industrial systems, such as Amazon cloud security. He is currently serving the editorial boards of IEEE Communications Surveys and Tutorials (Area Editor) and IEEE Internet of Things Journal (Editor). He is a Distinguished Visitor of IEEE Computer Society,  and an elected member of Board of Governors of IEEE VTS and IEEE ComSoc, respectively. He is a member of ACM and AAAS, and a Fellow of IEEE.

 




Agenda

Friday, July 19, 2024

4:00pm - 5:15pm   Pacific Time     Seminar with Q&A

 

Any questions, please contact  Dr.  Zhensheng Zhang  at  zzhang@ieee.org