Simultaneous Missing Value Imputation and Structure Learning with Groups.
Pablo Morales-AlvarezWenbo GongAngus LambSimon WoodheadSimon Peyton JonesNick PawlowskiMiltiadis AllamanisCheng ZhangPublished in: NeurIPS (2022)
Keyphrases
- missing values
- structure learning
- graphical models
- bayesian networks
- missing data
- data imputation
- parameter learning
- conditional independence
- incomplete data
- markov logic networks
- parameter estimation
- transfer learning
- high dimensional data
- incomplete data sets
- network structure
- missing data imputation
- multiple imputation
- belief propagation
- markov networks
- random variables
- graph cuts
- imputation methods
- markov random field