David M. Blei
(4 articles)
1972
Average Precision
A metric used to evaluate the performance of information retrieval and binary classification systems, indicating how well a model balances precision and recall across different thresholds.
Generality: 500
1974
Probabilistic Programming
Programming paradigm designed to handle uncertainty and probabilistic models, allowing for the creation of programs that can make inferences about data by incorporating statistical methods directly into the code.
Generality: 820
1999
Interestingness
Measure of how engaging or surprising information is, often used in ML and computational creativity to prioritize novel and useful data.
Generality: 609
2003
LDA
Latent Dirichlet Allocation
Latent Dirichlet Allocation
Generative statistical model often used in natural language processing to discover hidden (or latent) topics within a collection of documents.
Generality: 794