28 citations · 56 across the 7 of their papers we have counts for
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cs.LG2021
Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization
Bhanu Jain, Manfred Huber, Ramez Elmasri
Increasing utilization of machine learning based decision support systems emphasizes the need for resulting predictions to be both accurate and fair to all stakeholders. In this wo…
cs.RO2021
Learning the Next Best View for 3D Point Clouds via Topological Features
Christopher Collander, William J. Beksi, Manfred Huber
In this paper, we introduce a reinforcement learning approach utilizing a novel topology-based information gain metric for directing the next best view of a noisy 3D sensor. The me…