3D insights to some divergences for robust statistics and machine learning

DOI10.1007/978-3-319-68445-1_54zbMath1428.62011OpenAlexW2766697174MaRDI QIDQ1689180

Wolfgang Stummer, Birgit Roensch

Publication date: 12 January 2018

Full work available at URL: https://doi.org/10.1007/978-3-319-68445-1_54

zbMATH Keywords

robustnessminimum distance estimation\(\phi\)-divergencespower divergencesscaled Bregman distances

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Learning and adaptive systems in artificial intelligence (68T05)

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On a cornerstone of bare-simulation distance/divergence optimization ⋮ Some Universal Insights on Divergences for Statistics, Machine Learning and Artificial Intelligence ⋮ Optimal transport with some directed distances

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