Statistical and Topological Properties of Sliced Probability Divergences
Kimia Nadjahi, Alain Durmus, Lénaïc Chizat, Soheil Kolouri, Shahin Shahrampour, Umut Şimşekli
2020HAL (Le Centre pour la Communication Scientifique Directe)12 citations
Abstract
International audience
Topics & Concepts
Divergence (linguistics)Curse of dimensionalitySlicingBase (topology)Probability distributionMathematicsComputer scienceAxiomMetric (unit)Probability measureTopology (electrical circuits)Artificial intelligenceDiscrete mathematicsStatisticsCombinatoricsMathematical analysisPhilosophyWorld Wide WebEconomicsGeometryOperations managementLinguisticsStatistical Mechanics and EntropyTopological and Geometric Data AnalysisMachine Learning and Algorithms