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people:david [2020/09/25 09:12] 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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- | * I'm really interested when and why neural networks fail to learn a given task \\ | + | * 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. | * Climbing, hiking, etc. | ||