Publications

Małgorzata Łazęcka

2025

• Małgorzata Łazęcka , Ewa Szczurek , Factor Analysis with Correlated Topic Model for Multi-Modal Data, 28th International Conference on Artificial Intelligence and Statistics, Mai Khao, Thailand, 3 May 2025 - 5 May 2025. See in PBN

2023

• Małgorzata Łazęcka , Bayesian Logistic Model for Positive and Unlabeled Data, 20th International Conference on Modeling Decisions for Artificial Intelligence, Umeå, Sweden, 19 June 2023 - 22 June 2023. See in PBN

2021

• Małgorzata Łazęcka , Jan Mielniczuk, Paweł Teisseyre, Estimating the class prior for positive and unlabelled data via logistic regression, Advances in Data Analysis and Classification, 2021, p. 157: 1-30. See in PBN
• Małgorzata Łazęcka , Jan Mielniczuk, Multiple Testing of Conditional Independence Hypotheses Using Information-Theoretic Approach, 18th International Conference on Modeling Decisions for Artificial Intelligence, Umea, Sweden, 27 September 2021 - 30 September 2021. See in PBN

2020

• Małgorzata Łazęcka , Jan Mielniczuk, Analysis of Information-Based Nonparametric Variable Selection Criteria, Entropy, 22 2020, p. 974-992. See in PBN
• Paweł Teisseyre, Jan Mielniczuk, Małgorzata Łazęcka , Different Strategies of Fitting Logistic Regression for Positive and Unlabelled Data, 20th International Conference on Computational Science, Amsterdam, the Netherlands, 3 June 2020 - 5 June 2020, 12140 2020, p. 3-17. See in PBN
• Jan Mielniczuk, Mariusz Kubkowski, Małgorzata Łazęcka , Distributions of a General Reduced-Order Dependence Measure and Conditional Independence Testing, 20th International Conference on Computational Science, Amsterdam, the Netherlands, 3 June 2020 - 5 June 2020. See in PBN