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{{ ../../people/david_img.png?200| David Peer}} | {{ ../../people/david_img.png?200| David Peer}} | ||
===== David Peer ===== | ===== David Peer ===== | ||
- | |||
==== PhD Student ==== | ==== PhD Student ==== | ||
- | Office: 2M01\\ | + | 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. |
- | Email: d[//dot//]peer[//at//]uibk[//dot//]ac[//dot//]at\\ | + | |
- | GitHub: [[https://github.com/peerdavid|https://github.com/peerdavid]] | + | [[https://scholar.google.com/citations?user=THmkZOIAAAAJ|Google Scholar]] |
- | \\ | + | [[https://github.com/peerdavid|GitHub]] |
- | \\ | + | [[https://twitter.com/peerdavid|Twitter]] |
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\\ | \\ | ||
+ | Office: 2M01\\ | ||
+ | Email: **d**[//0x2E//]**peer**[//0x40//]**uibk**[//0x2E//]**ac**[//0x2E//]**at**\\ | ||
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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 === | ||
- | ---- | + | ---- |
+ | 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 \\ | ||
06.2010 - 04.2012 | Embedded Software Developer at Heliotherm \\ | 06.2010 - 04.2012 | Embedded Software Developer at Heliotherm \\ | ||
- | 04.2012 - 08.2018 | Software Developer at World-Direct eBusiness Solutions \\ | ||
- | 02.2019 - Today | Researcher at University of Innsbruck | ||
=== Education === | === Education === | ||
---- | ---- | ||
+ | 2019 - Today | PhD Computer Science, University of Innsbruck \\ | ||
+ | 2017 - 2019 | MSc Computer Science, University of Innsbruck \\ | ||
+ | 2014 - 2017 | BSc Computer Science, University of Innsbruck \\ | ||
2005 - 2010 | HTL Elektronik, Innsbruck \\ | 2005 - 2010 | HTL Elektronik, Innsbruck \\ | ||
- | 2014 - 2017 | BSc Computer Science, University of Innsbruck \\ | ||
- | 2017 - 2019 | MSc Computer Science, University of Innsbruck \\ | ||
- | 2019 - Today | PhD Computer Science, University of Innsbruck | ||
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=== Publications === | === Publications === | ||
---- | ---- | ||
- | [1] Limitations of routing-by-agreement based capsule networks | + | See [[https://scholar.google.com/citations?user=THmkZOIAAAAJ|Google Scholar]] |