Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment.
Tieliang GongYuxin DongHong ChenWei FengBo DongChen LiPublished in: AAAI (2022)
Keyphrases
- regression model
- markov chain
- theoretical analysis
- markov model
- least squares
- modal logic
- quality assessment
- markov processes
- estimation problems
- semi markov
- locally weighted
- model selection
- linear regression
- causal models
- gaussian processes
- regression method
- markov process
- gaussian process regression
- total least squares
- polynomial regression