Training Implicit Generative Models via an Invariant Statistical Loss.
José Manuel de FrutosPablo M. OlmosManuel Alberto Vazquez LopezJoaquín MíguezPublished in: AISTATS (2024)
Keyphrases
- generative model
- probabilistic model
- discriminatively trained
- discriminative learning
- prior knowledge
- mixture model
- hierarchical hidden markov models
- em algorithm
- semi supervised
- expectation maximization
- topic models
- conditional random fields
- discriminative models
- maximum entropy principle
- representational power
- language model
- object detection
- training set
- generative and discriminative models
- information retrieval
- supervised learning
- support vector machine
- training samples
- feature selection