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UID:92@cds.iisc.ac.in
DTSTART;TZID=Asia/Kolkata:20241217T113000
DTEND;TZID=Asia/Kolkata:20241217T123000
DTSTAMP:20241216T080719Z
URL:https://cds.iisc.ac.in/events/seminar-cds-419-december-17th-1130-think
 -broader-run-local-towards-neuro-symbolic-ai-at-the-edge/
SUMMARY:{Seminar} @ CDS: # 419\, December 17th :11:30: "Think Broader\, Run
  Local: Towards Neuro-Symbolic AI at the Edge."
DESCRIPTION:CLOUD COMPUTING SEMINAR SERIES\n\n\n\nSpeaker : Prof. Radu Prod
 an\, University of Klagenfurt\, Austria.\nTitle :"Think Broader\, Run Loca
 l: Towards Neuro-Symbolic AI at the Edge"\nDate &amp\; Time : December 17\
 , 2024\, 11:30 AM\nVenue : # 419\, CDS 4th Floor.\n\n\n\nABSTRACT\nThe pre
 sentation starts by reviewing the convergence of two historically disconne
 cted AI branches: symbolic AI of explicit deductive reasoning owning mathe
 matical rigor and interpretability\, and connectionist AI of implicit indu
 ctive reasoning lacking readability and explainability.\nAfterward\, it ma
 kes a case of neuro-symbolic data processing in knowledge graph representa
 tion approached by the Graph-Massivizer Horizon Europe project and applied
  for anomaly prediction in data centers using graph neural networks. Machi
 ne learning-driven graph sampling algorithms support its training and infe
 rence on resource-constrained Edge devices. The presentation concludes wit
 h an outlook towards a broad AI vision.\n\nBIOGRAPHY\nRadu Prodan received
  the PhD degree from the Vienna University of Technology in 2004. He is a 
 professor in distributed systems with the Institute of Information Technol
 ogy\, University of Klagenfurt\, Austria. Previously\, he was an associate
  professor with the University of Innsbruck\, Austria. His research intere
 sts are performance optimization\, and resource management tools for paral
 lel and distributed systems. He participated in numerous projects and coor
 dinated the European Union projects ARTICONF and Graph-Massivizer. He has 
 co-authored more than 250 publications and received three IEEE best paper 
 awards.\n\nHost Faculty: Prof. Yogesh Simmhan\n\n\n\nALL ARE WELCOME
CATEGORIES:Events,Talks
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