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Machine learning in communications and computational biology
时间:2019-07-02 15:30    点击:   所属单位:通信工程学院
讲座名称 Machine learning in communications and computational biology
讲座时间 2019-07-03 15:30:00
讲座地点 西电北校区新科技楼1012
讲座人 Prof. Heinz Koeppl
讲座人介绍
Dr. Heinz Koeppl is a full professor at the Department of Electrical Engineering and Information Technology at TU Darmstadt with a co-affiliation at the Department of Biology. Prior to that he was a SNSF assistant professor at the Automatic Control Lab of ETH Zurich and a group leader at IBM Research – Zurich. Heinz went to a school for electrical engineering (HTL) and later got his M.Sc. in physics from Graz Karl-Franzens University (2001) and his Ph.D. in electrical engineering from Graz University of Technology(2004). His PhD thesis was done in collaboration with Infineon Technologies within a Christian Doppler Laboratory. After doing his civil service for the Austrian federal government for a year, he went on as a Schroedinger fellow to UC Berkeley, USA to work with Leon Chua at the EECS department. From fall 2006 to fall 2010 he has been a postdoc at the Laboratory of Nonlinear Systems at the School of Communication and Computer Sciences at EPFL (Ecole Polytechnique Federal de Lausanne) Lausanne, Switzerland. In spring 2008, he did a three month visit at the Department of Systems Biology, Harvard Medical School, Boston USA. He received an IBM Faculty Award (2014), the best conference speech award from INFOCOM 2018, and runs an ERC Consolidator grant since 2018. More than 170 papers have been published 5 academic monographs and academic journals such as IEEE Trans. on Circuits and Systems, IEEE Trans. Signal Processing, IEEE Trans. Automate Control., and the paper has been cited more than 1,700 times.
讲座内容
Machine learning has many fields of application. In this talk I will introduce my group's machine learning research in the domains of communication networks and computational biology. I will also provide an overview of my university and of my department.
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