Some geometric intuition for single-layer ReLU networks (addxorrol.blogspot.com) 4 points by tdullien 2y ago ↗ HN
[–] tdullien 2y ago ↗ I ran some experiments to firm up my geometric intuition about ReLU networks. [–] MAXPOOL 2y ago ↗ Without 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
[–] MAXPOOL 2y ago ↗ Without 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
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[ 5.0 ms ] story [ 12.5 ms ] threadNearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks https://arxiv.org/abs/1703.02930