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You may enjoy some works on the connections between gaussian processes, neural networks, and linear(in rkhs) models. https://papers.nips.cc/paper_files/paper/2
by mildmay_rider 3y ago
You may enjoy some works on the connections between gaussian processes, neural networks, and linear(in rkhs) models.
https://papers.nips.cc/paper_files/paper/2019/hash/39d929972619274cc9066307f707d002-Abstract.html https://papers.nips.cc/paper_files/paper/2019/hash/39d929972...
https://papers.nips.cc/paper_files/paper/1996/hash/ae5e3ce40e0404a45ecacaaf05e5f735-Abstract.html https://papers.nips.cc/paper_files/paper/1996/hash/ae5e3ce40...
https://arxiv.org/abs/1711.00165 https://arxiv.org/abs/1711.00165
- Straw 3y agoI'm familiar with the NN-as-GP papers. In practice we don't train infinite width neural networks!