149 citations
- JPMorgan Chase & Co (United States)US3 papers
- Morgan Stanley (United Kingdom)GB3 papers
- Boston UniversityUS2 papers
- University of MichiganUS2 papers
- Arthur Ashe Learning CenterUS1 paper
- Athinoula A. Martinos Center for Biomedical ImagingUS1 paper
- Budapest InstituteHU1 paper
- Budapest University of Technology and EconomicsHU1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Collegium BudapestHU1 paper
- Columbia UniversityUS1 paper
- Emory UniversityUS1 paper
Showing 2023Show all
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cs.LG2023★ 2 cited
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness
Zachary McBride Lazri, Ivan Brugere, Xin Tian +4
Increases in the deployment of machine learning algorithms for applications that deal with sensitive data have brought attention to the issue of fairness in machine learning. Many…
cs.CV2023★ 9 cited
Topology-Aware Uncertainty for Image Segmentation
Saumya Gupta, Yikai Zhang, Xiaoling Hu +2
Segmentation of curvilinear structures such as vasculature and road networks is challenging due to relatively weak signals and complex geometry/topology. To facilitate and accelera…