Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift.
Jiawei GeShange TangJianqing FanCong MaChi JinPublished in: CoRR (2023)
Keyphrases
- maximum likelihood estimation
- covariate shift
- model selection
- parameter estimation
- domain adaptation
- semi supervised learning
- maximum likelihood
- em algorithm
- data generation
- expectation maximization
- training and test data
- probability distribution
- cross validation
- density function
- text classification
- active learning
- unsupervised learning
- co training
- labeled data
- data sets
- language model
- supervised learning
- least squares
- machine learning