Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations. - M. M. Hassan Mahmud; Sylvian R. Ray (NIPS, 2007)

Universal Transfer Learning - M. M. Hassan Mahmud (2008)

On universal transfer learning. - M. M. Hassan Mahmud (Theor. Comput. Sci., 2009)

Constructing States for Reinforcement Learning. - M. M. Hassan Mahmud (ICML, 2010)

Learning in non-stationary MDPs as transfer learning. - M. M. Hassan Mahmud; Subramanian Ramamoorthy (AAMAS, 2013)

Clustering Markov Decision Processes For Continual Transfer. - M. M. Hassan Mahmud; Majd Hawasly; Benjamin Rosman; Subramanian Ramamoorthy (CoRR, 2013)

On user behaviour adaptation under interface change. - Benjamin Rosman; Subramanian Ramamoorthy; M. M. Hassan Mahmud; Pushmeet Kohli (IUI, 2014)

Machine Learning for Quantum Computing Specialists. - Daniel Goldsmith; M. M. Hassan Mahmud (CoRR, 2024)

Lifecycle Management of Trustworthy AI Models in 6G Networks: the Reason Approach. - Juan Marcelo Parra Ullauri; Xueqing Zhou; Shadi Moazzeni; Rasheed Hussain; Xenofon Vasilakos; Yulei Wu; Renjith Baby; M. M. Hassan Mahmud; Gabriele Incorvaia; Darryl Hond; Hamid Asgari; Andrea Tassi; et al. (IEEE Wirel. Commun., 2025)