Christian Naesseth

Assistant Professor at UvA

Amsterdam, North Holland, Netherlands
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Summary

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Christian Naesseth is a tenured Assistant Professor at the Amsterdam Machine Learning Lab with 11 years of experience bridging probabilistic modeling, approximate inference, and applied control. His academic path—PhD in Electrical Engineering and roles at Columbia, Linköping, and visits to Oxford and Blei's lab—reflects deep expertise in Monte Carlo methods and generative models applied to real-world sensing problems. He has a strong teaching and supervision background, having led courses and supervised masters projects in automatic control and modelling. Early industry work on sensor fusion for Autoliv and a Microsoft research internship demonstrate his ability to translate theory into robust, safety-critical systems. Known for combining rigorous theory with practical experiments, he often focuses on improving reliability and uncertainty quantification in perception and decision systems. Based in Amsterdam, he brings an international perspective shaped by study and research experiences across Europe, China, and the US.
code11 years of coding experience
job4 years of employment as a software developer
bookBachelor of Science (BSc), Mathematics, Bachelor of Science (BSc), Mathematics at Linköping University
bookExchange program, Electrical Engineering, Exchange program, Electrical Engineering at Beijing Institute of Technology
bookChinese, Chinese at Shanghai Jiao Tong University
languagesSwedish, English, Chinese
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Github Skills (39)

generative10
lcg9
probabilistic-programming9
statistics9
probabilistic9
bayesian-methods9
python8
science8
deep-learning8
ranking8
gpu8
machine-learning8
legend8
data-science7
variational-inference7

Programming languages (4)

TeXJavaScriptJupyter NotebookPython

Github contributions (5)

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blei-lab/variational-smc

Feb 2018 - Apr 2019

Contributions:8 commits, 2 pushes, 1 comment in 1 year 2 months
naesseth/naesseth.github.io

Oct 2022 - Mar 2025

A beautiful, simple, clean, and responsive Jekyll theme for academics
Contributions:123 pushes in 2 years 5 months
responsive-jekyll-themeacademicscleanjekylljekyll-theme
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Christian Naesseth - Assistant Professor at UvA