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people:david [2020/07/29 10:40] David Peer |
people:david [2020/09/29 13:33] David Peer |
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=== Areas of Interest === | === Areas of Interest === | ||
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- | * Explainable AI (especially learning mechanisms) - I'm really interested why neural networks often can not learn from data\\ | + | * Understanding the gap between expressivity and learnability of (deep) neural networks \\ |
- | * Learning Theory - See also [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Understanding Machine Learning: From Theory to Algorithms]]\\ | + | * [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Learning Theory]]\\ |
- | * Machine Learning, Deep Learning, Computer Vision \\ | + | * Deep Learning, Machine Learning, Computer Vision \\ |
+ | * Climbing, hiking, etc. | ||
=== Positions === | === Positions === |