people:david
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people:david [2020/07/29 10:30] David Peer |
people:david [2020/10/14 12:27] 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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| === Areas of Interest === | === Areas of Interest === | ||
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| - | Explainable AI - I'm really interested why the training of neural networks is hard and why the training often fails.\\ | + | * Understanding the gap between expressivity ([[https://arxiv.org/pdf/1905.08744.pdf|1]]) and learnability of neural networks \\ |
| - | Learning Theory - See also [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Understanding Machine Learning: From Theory to Algorithms]]\\ | + | * Deep Learning, Machine Learning, Computer Vision, [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Learning Theory]]\\ |
| - | Deep Learning \\ | + | * Climbing, hiking, etc. |
| - | Computer Vision \\ | + | |
| === Positions === | === Positions === | ||
people/david.txt · Last modified: 2023/04/19 15:34 by David Peer