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Doctoral Assistant |
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IIF
LIA
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President of Association |
EHE
ASSOCIATIONS
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CSSA
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Student |
ETU
EDOC
EDIC
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Li Pu
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Artificial Intelligence Laboratory
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PhD - Assistant
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office(s):
INR240
phone(s): [+41 21 69] 36711
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MISSION
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Now I am mainly interested in activity recognition, which is a branch of machine learning. What I am trying to do is to capture long-range dependence that exists in human activities. For this goal, a suitable representing model that is expressive and convenient for describing useful information must be deigned. Then we can develop some scalable inference and learning algorithms based on the model. Moreover, a performance estimator that can tell us how much reliability we can put on the results is indispensable for a real application.
In my previous research, I studied the hybrid system and robotics (mainly in UAV and AHRS systems). This is the old homepage for those works: http://puli840106.googlepages.com/home.
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BIOGRAPHY
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>> Sep. 2008 - present, PhD student, Artificial Intelligence Laboratory, EPFL, Lausanne
>> Sep. 2006 - Jun. 2008, M.Sc, State Key Laboratory of Intelligent Technology and Systems, Tsinghua University, Beijing
>> Sep. 2001 - Jun. 2005, B.Eng, School of Mechanical Engineering and Automation, Beijing University of Aeronautics and Astronautics, Beijing
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PUBLICATIONS
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Li Pu, Jinchun Hu, and Badong Chen, "Information Theoretical Approach to Identification of Hybrid Systems," in Proceedings of the 11th International Conference on Hybrid Systems: Computation and Control, 2008
Badong Chen, Jinchun Hu, Li Pu, and Zengqi Sun "Stochastic Gradient Algorithm under (h, phi)-entropy," Circuits Systems and Signal Processing, 26(6), 941-960, 2007
Li Pu, Tianmiao Wang, Jianhong Liang, and Song Wang, "An Attitude Estimate Approach using MEMS Sensors for Small UAVs," in Proceedings of the 4th IEEE International Conference on Industrial Informatics, 2006
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