Llwytho...

An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption

In this paper, we study the mixture proportion estimation (MPE) problem in a new setting: given samples from the mixture and the component distributions, we identify the proportions of the components in the mixture distribution. To address this problem, we make use of a linear independence assumptio...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Conf Comput Vis Pattern Recognit Workshops
Prif Awduron: Yu, Xiyu, Liu, Tongliang, Gong, Mingming, Batmanghelich, Kayhan, Tao, Dacheng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7034929/
https://ncbi.nlm.nih.gov/pubmed/32089968
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPR.2018.00471
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