1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2020
Scaling Guarantees for Nearest Counterfactual Explanations
Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe +1
Counterfactual explanations (CFE) are being widely used to explain algorithmic decisions, especially in consequential decision-making contexts (e.g., loan approval or pretrial bail…
cs.DS2020★ 1 cited
Faster Algorithms for Quantitative Analysis of Markov Chains and Markov Decision Processes with Small Treewidth
Ali Asadi, Krishnendu Chatterjee, Amir Kafshdar Goharshady +2
Discrete-time Markov Chains (MCs) and Markov Decision Processes (MDPs) are two standard formalisms in system analysis. Their main associated quantitative objectives are hitting pro…