CF-OPT: Counterfactual Explanations for Structured Prediction.
Germain Vivier-ArdissonAlexandre ForelAxel ParmentierThibaut VidalPublished in: CoRR (2024)
Keyphrases
- structured prediction
- maximum margin
- collaborative filtering
- conditional random fields
- efficient learning
- markov networks
- latent variables
- convex optimization
- recommender systems
- graphical models
- approximate inference
- belief networks
- training data
- knowledge representation
- information extraction
- structured prediction problems