Lu Xu

Postdoc Researcher, Team ApproxBayes, Riken AIP

lu.xu.sw/at/riken.jp or Lu.Xu.phD/at/outlook.com

Interests

I'm currently focusing on developing and analyzing learning algorithms with Bayesian statistics to make the learning process more flexible and robust to unseen environment.
I'm also interested in interpreting the deep learning algorithms and making them more accountable.

Academia

Xi'an Jiaotong University

2021 - 2014

Ph.D. Machine learning & Computer vision

Studied at Cognitive, Linguistic & Psychological Sciences, Brown University as a visiting student, 2016 -2018.

Xi'an Jiaotong University

2011 - 2014

M.Sc. Control Theory & Control Engineering

Beijing Jiaotong University

2007 - 2011

B.Sc. Electrical & Electronic Engineering

News

I joined Team ApproxBayes as a Postdoc researcher , Nov 2021.
I successfully defended my thesis and completed my PhD at Xi’an Jiaotong University , Oct. 2021.

Recent Publications

Custom Subtitle: see my google scholar for the latest list

Semi-supervised regression with manifold: A Bayesian deep kernel learning approach, 2022, NeuroComputing

Lu Xu , Chen Hu, Kuizhi Mei

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Your Paper Name Goes Here, 2018, Journal of Machine Learning

Your Full Name , Another Researcher

code pdf slides video

Deep Conditional Variational Estimation for Depth-Based Hand Poses, , In 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) (Fully oral presentation)

Lu Xu , Chen Hu, Yinqi Li, Jianru Xue, and Kuizhi Mei

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Improve Regression Network on Depth Hand Pose Estimation with Auxiliary Variable, , IEEE Transactions on Circuits and Systems for Video Technology

Lu Xu , Chen Hu, Ji’an Tao, Jianru Xue and Kuizhi Mei

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