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20222026
most citedBias in Machine Learning Models Can Be Significantly Mitigated by Careful Training: Evidence from Neuroimaging Studies

79 citations · 79 across the 6 of their papers we have counts for

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cs.RO2023

Design and Evaluation of Motion Planners for Quadrotors in Environments with Varying Complexities

Yifei Simon Shao, Yuwei Wu, Laura Jarin-Lipschitz +2

Motion planning techniques for quadrotors have advanced significantly over the past decade. Most successful planners have two stages: a front-end that determines a path that incorp…

cs.LG2023

Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience

Rongguang Wang, Guray Erus, Pratik Chaudhari +1

Machine learning (ML) has shown great promise for revolutionizing a number of areas, including healthcare. However, it is also facing a reproducibility crisis, especially in medici…