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people:david [2019/11/14 16:23] David Peer |
people:david [2020/11/02 14:48] 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 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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Office: 2M01\\ | Office: 2M01\\ | ||
- | Email: d[//0x2E//]peer[//0x40//]uibk[//0x2E//]ac[//0x2E//]at\\ | + | Email: **david**[//0x2E//]**peer**[//0x40//]**outlook**[//0x2E//]**com**\\ |
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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 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 \\ |