4 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 2 cited
Feasible Recourse Plan via Diverse Interpolation
Duy Nguyen, Ngoc Bui, Viet Anh Nguyen
Explaining algorithmic decisions and recommending actionable feedback is increasingly important for machine learning applications. Recently, significant efforts have been invested…
cs.LG2023★ 1 cited
Distributionally Robust Recourse Action
Duy Nguyen, Ngoc Bui, Viet Anh Nguyen
A recourse action aims to explain a particular algorithmic decision by showing one specific way in which the instance could be modified to receive an alternate outcome. Existing re…
cs.LG2022★ 4 cited
Counterfactual Plans under Distributional Ambiguity
Ngoc Bui, Duy Nguyen, Viet Anh Nguyen
Counterfactual explanations are attracting significant attention due to the flourishing applications of machine learning models in consequential domains. A counterfactual plan cons…