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Clustering algorithms operate on features, which typically have to be designed by hand. The appeal of deep learning is that it discovers good features automatic
by snikolov 14y ago
Clustering algorithms operate on features, which typically have to be designed by hand. The appeal of deep learning is that it discovers good features automatically.
- agravier 14y agoFeature sensitivity is typically hand-crafted only because it's the practical thing to do. Neural nets can easily learn visual features. See the LISSOM neural nets for a good example of self-organized learning of features.