Perturbed Model Validation: A New Framework to Validate Model Relevance.
Jie M. ZhangEarl T. BarrBenjamin GuedjMark HarmanJohn Shawe-TaylorPublished in: CoRR (2019)
Keyphrases
- formal model
- model validation
- probabilistic model
- high level
- mathematical framework
- probability distribution
- theoretical foundation
- conceptual model
- unified model
- generic model
- conceptual framework
- mathematical model
- computational model
- experimental data
- neural network model
- theoretical framework
- objective function
- statistical model
- information retrieval
- original data
- bayesian framework
- learning scheme
- computational framework
- main contribution
- similarity measure
- social networks