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mixture proportion estimation

8 papers

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Also known as

MPE

Co-occurring keywords · papers mentioning both

label noise (3) positive-unlabeled learning (2) statistical learning (2) positive and unlabeled learning (1) tax evasion detection (1) label frequency estimation (1) noise-robust learning (1) positive unlabelled learning (1) linear independence (1) maximal denoising (1)

Papers

RR-PU: A Synergistic Two-Stage Positive and Unlabeled Learning Framework for Robust Tax Evasion Detection AAAI 2024 Mixture Proportion Estimation Beyond Irreducibility ICML 2023 Learning from Noisy Pairwise Similarity and Unlabeled Data JMLR 2022 Mixture Proportion Estimation and PU Learning:A Modern Approach NeurIPS 2021 Exploiting geometric structure in mixture proportion estimation with generalised Blanchard-Lee-Scott estimators ALT 2019 An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption CVPR 2018 Mixture Proportion Estimation via Kernel Embeddings of Distributions ICML 2016 Classification with Asymmetric Label Noise: Consistency and Maximal Denoising COLT 2013