Distributions of a General Reduced-Order Dependence Measure and Conditional Independence Testing. - Mariusz Kubkowski; Malgorzata Lazecka; Jan Mielniczuk (ICCS (7), 2020)

Different Strategies of Fitting Logistic Regression for Positive and Unlabelled Data. - Pawel Teisseyre; Jan Mielniczuk; Malgorzata Lazecka (ICCS (4), 2020)

Analysis of Information-Based Nonparametric Variable Selection Criteria. - Malgorzata Lazecka; Jan Mielniczuk (Entropy, 2020)

Multiple Testing of Conditional Independence Hypotheses Using Information-Theoretic Approach. - Malgorzata Lazecka; Jan Mielniczuk (MDAI, 2021)

Estimating the class prior for positive and unlabelled data via logistic regression. - Malgorzata Lazecka; Jan Mielniczuk; Pawel Teisseyre (Adv. Data Anal. Classif., 2021)

Bayesian Logistic Model for Positive and Unlabeled Data. - Malgorzata Lazecka (MDAI, 2023)

Factor Analysis with Correlated Topic Model for Multi-Modal Data. - Malgorzata Lazecka; Ewa Szczurek (AISTATS, 2025)