Staff

Source: HMGU

Marius Lange
PhD Student

Phone: 0049 178 8842 855
E-mail
Building/Room: 58a Raum 009

 

Curriculum Vitae

10/2016 - 09/2017MSc in Mathematical Modelling and Scientific Computing at the University of Oxford, focus on optimisation and machine learning, graduated with distinction.
10/2013 - 09/2016BSc in Physics at the University of Freiburg, focus on theoretical physics and systems biology.

 

Research Interests

I am interested in the mathematical and statistical analysis of biological data sets, in particular high dimensional single cell gene expression data sets. I am further interested in mathematical optimisation of smooth, non-convex functions. In my masters dissertation, I explored a class of optimisation algorithms referred to as 'cubic regularisation type algorithms', which are promising in a setting often encountered when training artificial neural networks. For more on this topic, see my GitHub page: https://github.com/Marius1311

 

External Links

GitHub: https://github.com/Marius1311

Linkedin: https://www.linkedin.com/in/marius-lange-515087161/

 

 

 

 

 

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