Robust Algorithmic Recourse Under Model Multiplicity With Probabilistic Guarantees.
Faisal HammanErfaun NooraniSaumitra MishraDaniele MagazzeniSanghamitra DuttaPublished in: IEEE J. Sel. Areas Inf. Theory (2024)
Keyphrases
- probabilistic model
- computational model
- probability distribution
- mathematical model
- high level
- similarity measure
- prediction model
- conceptual model
- parameter estimation
- stochastic programming
- machine learning
- decision theory
- formal model
- markov chain
- graphical models
- d objects
- cost function
- prior knowledge
- objective function
- bayesian networks