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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...
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| 出版年: | Conf Comput Vis Pattern Recognit Workshops |
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| 主要な著者: | , , , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
2018
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| 主題: | |
| オンライン･アクセス: | 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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