M. M. Hassan Mahmud

According to our database, M. M. Hassan Mahmud authored at least 10 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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, Daniel Warren, Dimitra Simeonidou

IEEE Wirel. Commun., April, 2025

A Technical Framework For Formally Verifying AI Models Supporting 6G Network Functions.

M. M. Hassan Mahmud, Renjith Baby, Shadi Moazzeni, Juan Marcelo Parra Ullauri, Xueqing Zhou, Yulei Wu, Konstantinos Katsaros, Ioannis Mavromatis, Shah Zeb, Rasheed Hussain, Dimitra Simeonidou

Proceedings of the IEEE INFOCOM 2025, 2025

2024

Machine Learning for Quantum Computing Specialists.

Daniel Goldsmith, M. M. Hassan Mahmud

CoRR, 2024

2014

On user behaviour adaptation under interface change.

Benjamin Rosman, Subramanian Ramamoorthy, M. M. Hassan Mahmud, Pushmeet Kohli

Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

2013

Clustering Markov Decision Processes For Continual Transfer.

M. M. Hassan Mahmud, Majd Hawasly, Benjamin Rosman, Subramanian Ramamoorthy

CoRR, 2013

Learning in non-stationary MDPs as transfer learning.

M. M. Hassan Mahmud, Subramanian Ramamoorthy

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2010

Constructing States for Reinforcement Learning.

M. M. Hassan Mahmud

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2008

Universal Transfer Learning

M. M. Hassan Mahmud

PhD thesis, 2008

2007

Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations.

M. M. Hassan Mahmud, Sylvian R. Ray

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

On Universal Transfer Learning.

M. M. Hassan Mahmud

Proceedings of the Algorithmic Learning Theory, 18th International Conference, 2007