Positive-Congruent Training: Towards Regression-Free Model Updates.
Sijie YanYuanjun XiongKaustav KunduShuo YangSiqi DengMeng WangWei XiaStefano SoattoPublished in: CoRR (2020)
Keyphrases
- formal model
- input data
- statistical model
- test set
- positive and negative
- experimental data
- mathematical model
- theoretical framework
- model selection
- probabilistic model
- gaussian processes
- bayesian framework
- simulation model
- regression analysis
- linear models
- neural network
- multiple regression
- em algorithm
- management system
- probability distribution
- cost function
- prior knowledge
- decision trees
- knowledge base