CeFlow: A robust and efficient counterfactual explanation framework for tabular data using normalizing flows

Keyphrases

• Counterfactual Explanations 100%
• Tabular Data 100%
• Normalizing Flows 100%
• Variational Autoencoder 40%
• Copyright 20%
• Switzerland 20%
• Interactive Environments 20%
• Springer Nature 20%
• Sampling Methods 20%
• Desired Outcomes 20%
• State-of-the-art Techniques 20%
• Source Code 20%
• Exclusive License 20%
• Numerical Experiments 20%
• Explanation Methods 20%
• Interpretable Machine Learning 20%
• Generated Samples 20%
• Counterfactual Generation 20%
• Categorical Features 20%
• Continuous Features 20%

Computer Science

• Autoencoder 100%
• Source Codes 50%
• Desired Outcome 50%
• Interactive Environment 50%
• Interpretable Machine Learning 50%