Loss Functions for Discrete Contextual Pricing with Observational Data.
Max BiggsRuijiang GaoWei SunPublished in: CoRR (2021)
Keyphrases
- loss function
- observational data
- experimental data
- pairwise
- loss minimization
- directed acyclic graph
- support vector
- causal discovery
- squared error
- learning to rank
- causal structure
- causal bayesian networks
- causal models
- risk minimization
- causal relationships
- latent variables
- boosting algorithms
- sample size
- bayesian networks
- reproducing kernel hilbert space
- pairwise constraints
- data mining
- multi class
- probabilistic model