Automated Machine Learning and Meta-Learning for Multimedia

24.11.2021

Englisch

9783030881313

Springer International Publishing

Nein

Wenwu Zhu, Xin Wang

224

1

Gebundene Ausgabe

Dr. Wenwu Zhu is currently a Professor of Computer Science Department of Tsinghua University and Vice Dean of National Research Center on Information Science and Technology, Prior to his current post, he was a Senior Researcher and Research Manager at Microsoft Research Asia. He was the Chief Scientist and Director at Intel Research China from 2004 to 2008. He worked at Bell Labs New Jersey as a Member of Technical Staff during 1996-1999. He served as the Editor-in-Chief for the IEEE Transactions on Multimedia (T-MM) from January 1, 2017 to December 31, 2019. He has been serving as the chair of the steering committee for IEEE T-MM and Vice EiC for IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) since January 1, 2020. His current research interests are in the areas of multimedia big data and intelligence, and multimedia networking including edge computing. He received nine Best Paper Awards. He is an IEEE Fellow, AAAS Fellow, SPIE Fellow, and a member ofAcademia Europaea.

machine learning, Automated machine learning, Meta-learning, Learning to learn, AutoML, AutoML for CV/multimedia and datamining, Meta-learning for multimedia and datamining, Neural architecture search, Bayesian optimization, Hyper-parameter optimization, Automated multimedia information processing, Adaptive information processing

UG - Grafische und digitale Media-Anwendungen UYQM - Maschinelles Lernen

235 mm

15.5 cm