Optimization for Learning
Most learning problems can be cast as optimization.
Unsupervised Learning
Clustering
k-means, hierarchical . . .
Maximum Likelihood Est imator
Probabilistic latent variable models
Supervised Learning
Optimizing a neural network wi th
respect to a loss function
Input
Neuron
Output
评论0