Ekaterina Antonenko

According to our database, Ekaterina Antonenko authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Autoreplicative random forests with applications to missing value imputation.

Ekaterina Antonenko, Ander Carreño, Jesse Read

Mach. Learn., October, 2024

Backward Inference in Probabilistic Regressor Chains with Distributional Constraints.

Ekaterina Antonenko, Michael Mechenich, Rita Beigaite, Indre Zliobaite, Jesse Read

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2023

Multi-target Learning and Prediction : Novel Methods and Applications. (Apprentissage et prédiction multi-cibles : Nouvelles méthodes et applications).

Ekaterina Antonenko

PhD thesis, 2023

Chains of Autoreplicative Random Forests for missing value imputation in high-dimensional datasets.

Ekaterina Antonenko, Jesse Read

CoRR, 2023

2022

Multi-modal Ensembles of Regressor Chains for Multi-output Prediction.

Ekaterina Antonenko, Jesse Read

Proceedings of the Advances in Intelligent Data Analysis XX, 2022