Learning from Invalid Data: On Constraint Satisfaction in Generative Models.
Giorgio GiannoneLyle RegenwetterAkash SrivastavaDan GutfreundFaez AhmedPublished in: CoRR (2023)
Keyphrases
- constraint satisfaction
- generative model
- prior knowledge
- hidden variables
- data sets
- constraint satisfaction problems
- learned models
- learning algorithm
- learning process
- active learning
- training examples
- training data
- reinforcement learning
- probabilistic model
- data points
- constraint relaxation
- conditional random fields
- em algorithm