Efficient Parameter Estimation for Information Retrieval Using Black-Box Optimization.
Alberto CostaEmanuele Di BuccioMassimo MelucciGiacomo NanniciniPublished in: IEEE Trans. Knowl. Data Eng. (2018)
Keyphrases
- parameter estimation
- black box
- information retrieval
- maximum likelihood
- markov random field
- least squares
- em algorithm
- model selection
- statistical models
- parameter estimation algorithm
- black boxes
- white box
- test cases
- expectation maximization
- text mining
- random fields
- model fitting
- estimation problems
- integration testing
- constrained optimization
- approximate inference
- experimental data
- higher order
- maximum likelihood estimates
- information extraction
- pairwise
- image processing