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people:david [2020/07/29 10:40] David Peer |
people:david [2020/09/25 09:12] 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\\ | + | * I'm really interested when and why neural networks fail to learn a given task \\ |
* Learning Theory - See also [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Understanding Machine Learning: From Theory to Algorithms]]\\ | * Learning Theory - See also [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Understanding Machine Learning: From Theory to Algorithms]]\\ | ||
* Machine Learning, Deep Learning, Computer Vision \\ | * Machine Learning, Deep Learning, Computer Vision \\ | ||
+ | * Climbing, hiking, etc. | ||
=== Positions === | === Positions === |