Learning Dynamic Bayesian Networks from Data: Foundations, First Principles and Numerical Comparisons. - Vyacheslav Kungurtsev; Petr Rysavý; Fadwa Idlahcen; Pavel Rytír; Ales Wodecki (CoRR, 2024)

Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning. - Vyacheslav Kungurtsev; Yuanfang Peng; Jianyang Gu; Saeed Vahidian; Anthony Quinn; Fadwa Idlahcen; Yiran Chen 001 (CoRR, 2024)