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Jan Mielniczuk

Augmented prediction of a true class for Positive Unlabeled data under selection bias

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Jul 14, 2024
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Verifying the Selected Completely at Random Assumption in Positive-Unlabeled Learning

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Mar 29, 2024
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Joint empirical risk minimization for instance-dependent positive-unlabeled data

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Dec 27, 2023
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Single-sample versus case-control sampling scheme for Positive Unlabeled data: the story of two scenarios

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Dec 04, 2023
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Enhancing naive classifier for positive unlabeled data based on logistic regression approach

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Jun 05, 2023
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Joint estimation of posterior probability and propensity score function for positive and unlabelled data

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Sep 16, 2022
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Selection consistency of Lasso-based procedures for misspecified high-dimensional binary model and random regressors

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Jun 10, 2019
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Combined l_1 and greedy l_0 penalized least squares for linear model selection

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Oct 22, 2013
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