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06/05/2023
Enhancing naive classifier for positive unlabeled data based on logistic regression approach
We argue that for analysis of Positive Unlabeled (PU) data under Selecte...
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10/04/2022
Analysis of Conditional Randomisation and Permutation schemes with application to conditional independence testing
We study properties of two resampling scenarios: Conditional Randomisati...
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09/16/2022
Joint estimation of posterior probability and propensity score function for positive and unlabelled data
Positive and unlabelled learning is an important problem which arises na...
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07/05/2019
Improving Lasso for model selection and prediction
It is known that the Thresholded Lasso (TL), SCAD or MCP correct intrins...
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06/10/2019