2 papers
cs.LG2025
Sequencing to Mitigate Catastrophic Forgetting in Continual Learning
Hesham G. Moussa, Aroosa Hameed, Arashmid Akhavain
To cope with real-world dynamics, an intelligent system needs to incrementally acquire, update, and exploit knowledge throughout its lifetime. This ability, known as Continual lear…
cs.LG2025
Distributed Learning and Inference Systems: A Networking Perspective
Hesham G. Moussa, Arashmid Akhavain, S. Maryam Hosseini +1
Machine learning models have achieved, and in some cases surpassed, human-level performance in various tasks, mainly through centralized training of static models and the use of la…