11 citations · 15 across the 4 of their papers we have counts for
4 papers
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…
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…
A Deep Reinforcement Learning-based Adaptive Charging Policy for WRSNs
Ngoc Bui, Phi Le Nguyen, Viet Anh Nguyen +1
Wireless sensor networks consist of randomly distributed sensor nodes for monitoring targets or areas of interest. Maintaining the network for continuous surveillance is a challeng…
Robust Bayesian Recourse
Tuan-Duy H. Nguyen, Ngoc Bui, Duy Nguyen +2
Algorithmic recourse aims to recommend an informative feedback to overturn an unfavorable machine learning decision. We introduce in this paper the Bayesian recourse, a model-agnos…