Generative model Deep Learning
noun phrase
Definition: A model that learns the probability distribution of data and can generate new samples that resemble the training data [DeepLearningBook; IBM Think].
Example in context: In general, when defining a generative model, it is better to avoid making unnecessary/unjustified independence assumptions. [Asai et al. 2022]
Related terms: probabilistic generative model, density model, GAN, VAE