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people:david [2021/03/01 12:00] David Peer |
people:david [2021/03/13 12:59] David Peer |
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=== Areas of Interest === | === Areas of Interest === | ||
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- | * Understanding the gap between expressivity and learnability of neural networks ([[https://arxiv.org/pdf/1905.08744.pdf|1]], [[https://arxiv.org/pdf/2011.02956.pdf|2]], [[https://preregister.science/papers_20neurips/55_paper.pdf|3]], [[https://www.sciencedirect.com/science/article/pii/S2665963821000014|4]])\\ | + | * Understanding the gap between expressivity and learnability of neural networks ([[https://arxiv.org/abs/1905.08744|1]], [[https://arxiv.org/abs/2011.02956|2]], [[https://preregister.science/papers_20neurips/55_paper.pdf|3]], [[https://www.sciencedirect.com/science/article/pii/S2665963821000014|4]], [[https://arxiv.org/abs/2103.04331|5]], [[https://arxiv.org/abs/2102.11944|6]])\\ |
* Topics: [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Learning Theory]], Deep Learning, Machine Learning, Natural language processing \\ | * Topics: [[https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/|Learning Theory]], Deep Learning, Machine Learning, Natural language processing \\ | ||
* Hobbies: Climbing, hiking, trumpet etc. | * Hobbies: Climbing, hiking, trumpet etc. |