PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning.
Xiaoqi QiuYongjie WangXu GuoZhiwei ZengYue YuYuhong FengChunyan MiaoPublished in: CoRR (2024)
Keyphrases
- decision trees
- training data
- prior knowledge
- learning models
- experimental data
- machine learning
- learned models
- input data
- supervised learning
- data sets
- accurate models
- simulation data
- learning scheme
- probability distribution
- learning algorithm
- test data
- expert knowledge
- database
- high level
- hidden variables
- training process
- computational model
- data processing
- online learning
- learning process
- training examples
- data collection
- sensory data
- data analysis
- learning phase
- data sources
- measured data
- social networks
- radial basis function network
- structured prediction
- bayesian methods
- empirical data
- data points
- data structure
- reinforcement learning
- hidden markov models
- network structure
- objective function