Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions.
Mahyar KhayatkhoeiWael Abd-AlmageedPublished in: ICML (2023)
Keyphrases
- data analysis
- precision and recall
- high dimensions
- generative model
- high dimensional data
- information extraction
- probabilistic model
- hierarchical hidden markov models
- discriminative learning
- discriminative models
- em algorithm
- high dimensional
- prior knowledge
- high dimensionality
- highest precision
- similarity search
- data mining
- conditional random fields
- generative and discriminative models
- high dimensional spaces
- semi supervised
- poor quality
- text categorization
- low dimensional
- data points
- training data
- image segmentation