Sparsely Ensembled Convolutional Neural Network Classifiers via Reinforcement Learning. - Roman Olegovich Malashin (ICMLT, 2021)

Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy. - Roman Malashin; Valeria Yachnaya; Alexandr V. Mullin (AISTATS, 2025)

Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy. - Roman Malashin; Valeria Yachnaya; Alexander Mullin (CoRR, 2025)

Neural network task specialization via domain constraining. - Roman Malashin; Daniil Ilyukhin (CoRR, 2025)