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Welcome to my website! |
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Hi, my name is Katja Hauser.
I finished my master's thesis in Applied Computer Science at Visual Learning Lab (Heidelberg University) on Invertible Neural Networks in December 2019.
Currently, I am working as independent researcher. I am interested in understanding the structures that arise in neural networks during training. Specifically, I want to study the networks uncovered by the Lottery Ticket Hypothesis with topological methods.
I have previously worked with:
- invertible normalizing flows, specifically the Invertible Neural Network (INN)
- ensembles and ensemble based uncertainty quantification (specifically Deep Ensemble)
My CV can be found here.
You can find me on github. I also have a Twitter account, if you like to follow me there for updates on my work. I otherwise hardly use it, though.
If not indicated otherwise, feel free to share and use the content on my website under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. If you are interested in commercial use, contact me.
