Geoffrey E. Hinton

(3 articles)
Mixture Model
1980

Mixture Model

Probabilistic model that assumes that the data is generated from a mixture of several distributions, each representing a different subpopulation within the overall population.

Generality: 870

GMM (Gaussian Mixture Models)
1981

GMM
Gaussian Mixture Models

Probabilistic models that assume all data points are generated from a mixture of a finite number of Gaussian distributions with unknown parameters.

Generality: 675

LN (Layer Normalization)
2016

LN
Layer Normalization

Technique in deep learning that standardizes the inputs of each layer independently, improving the stability of the neural network.

Generality: 690