Quantum-inspired algorithm for general minimum conical hull problems

A wide range of fundamental machine learning tasks that are addressed by the maximum a posteriori estimation can be reduced to a general minimum conical hull problem. The best-known solution to tackle general minimum conical hull problems is the divide-and-conquer anchoring learning scheme (DCA), wh...

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Bibliographic Details
Main Authors: Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao
Format: Article
Language:English
Published: American Physical Society 2020-08-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.2.033199