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people:david [2019/11/14 16:24] David Peer |
people:david [2020/10/09 10:04] David Peer |
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===== David Peer ===== | ===== David Peer ===== | ||
==== PhD Student ==== | ==== PhD Student ==== | ||
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+ | David Peer is currently a PhD student in the Intelligent and Interactive System group at the Universität Innsbruck (Austria) under the supervision of Antonio Rodriguez-Sanchez. He worked 10 years in the industry as a software developer and obtained the degree of M.Sc and B.Sc in Computer Science at the Universität Innsbruck (Austria). He currently studies the gap between expressivity and learnability of (deep) neural networks. | ||
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[[https://scholar.google.com/citations?user=THmkZOIAAAAJ|Google Scholar]] | [[https://scholar.google.com/citations?user=THmkZOIAAAAJ|Google Scholar]] | ||
[[https://github.com/peerdavid|GitHub]] | [[https://github.com/peerdavid|GitHub]] | ||
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=== Areas of Interest === | === Areas of Interest === | ||
---- | ---- | ||
- | Machine Learning, Computer Vision, Convolutional Neural Networks, (Gamma)-Capsule Networks, TensorFlow, ... | + | * Understanding the gap between expressivity ([[https://arxiv.org/pdf/1905.08744.pdf|1]]) and learnability of (deep) neural networks \\ |
+ | * Deep Learning, Machine Learning, Computer Vision, [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Learning Theory]]\\ | ||
+ | * Climbing, hiking, etc. | ||
=== Positions === | === Positions === | ||
---- | ---- | ||
- | 02.2019 - Today | Researcher at University of Innsbruck \\ | + | 09.2019 - Today | Researcher at University of Innsbruck (IIS group) \\ |
+ | 02.2019 - 09.2019 | Researcher at University of Innsbruck (DPS group) \\ | ||
04.2012 - 08.2018 | Software Developer at World-Direct eBusiness Solutions \\ | 04.2012 - 08.2018 | Software Developer at World-Direct eBusiness Solutions \\ | ||
06.2010 - 04.2012 | Embedded Software Developer at Heliotherm \\ | 06.2010 - 04.2012 | Embedded Software Developer at Heliotherm \\ |