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I ran some experiments to firm up my geometric intuition about ReLU networks.
by tdullien 2y ago
I ran some experiments to firm up my geometric intuition about ReLU networks.
- MAXPOOL 2y agoWithout looking the answer, what is your intuition about the size of the VC-dimension of ReLU networks as a function of a number of weights and layers? Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks https://arxiv.org/abs/1703.02930 https://arxiv.org/abs/1703.02930