Helge Langseth
Professor at Norwegian University of Science and Technology (NTNU)
Trondheim, Trøndelag, Norway
Summary
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Senior🎓
Top SchoolHelge Langseth is a professor at NTNU with over 11 years of experience focused on probabilistic machine learning and data mining, specializing in Bayesian networks and modelling uncertainty. His statistical background drives a preference for probabilistic approaches applied to dynamic system monitoring and high-dimensional classification tasks such as handwritten digit recognition. As Work Package Manager for NorwAI, he bridges academic research and collaborative AI initiatives in Norway. He has a long-standing NTNU affiliation (MSc, PhD, and faculty since 2006) that reflects deep expertise in decision making and probabilistic graphical models. Less obvious is his sustained focus on practical, real-world monitoring problems where dynamic Bayesian models offer interpretable, actionable insights.
11 years of coding experience
Norwegian University of Science and Technology
Github Skills (10)
probabilistic-models10
probabilistic-graphical-models10
stochastic-processes10
aem10
toolbox10
probabilistic10
java9
scalable9
probabilistic-programming9
machine-learning8
Programming languages (1)
Github contributions (3)
HelgeLangseth/AlmeriaVB
Sep 2018 - Mar 2019
Contributions:27 commits, 23 pushes, 1 branch in 5 months
amidst/toolbox
Jul 2014 - Jan 2016
A Java Toolbox for Scalable Probabilistic Machine Learning
Contributions:116 commits in 1 year 6 months
scalabletoolboxmachine-learningprobabilistic-programmingprobabilistic-machine-learning
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