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people:david [2020/07/29 10:37]
David Peer
people:david [2020/10/14 12:27] (current)
David Peer
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 ==== PhD Student ==== ==== PhD Student ====
  
-David Peer is currently a PhD student in the Intelligent and Interactive System group of the department of Computer Science ​at the Universität Innsbruck (Austria) under the supervision of Antonio~Rodriguez-Sanchez. He obtained the degree of M.Sc and B.Sc in Computer Science at the Universität Innsbruck (Austria). ​His current research interest include explainable ai (especially learning mechanisms),​ learning theory ​and deep learning.+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.
  
 [[https://​scholar.google.com/​citations?​user=THmkZOIAAAAJ|Google Scholar]] [[https://​scholar.google.com/​citations?​user=THmkZOIAAAAJ|Google Scholar]]
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 === Areas of Interest === === Areas of Interest ===
 ---- ----
-  * Explainable AI (especially learning mechanisms- I'm really interested why neural networks ​often can not learn from data\\ +  * 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]]\\ 
-  * Machine LearningDeep LearningComputer Vision \\+  * Climbinghikingetc.
  
 === Positions === === Positions ===
people/david.1596011836.txt.gz · Last modified: 2020/07/29 10:37 by David Peer