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cs.DC2025
Cloud Revolution: Tracing the Origins and Rise of Cloud Computing
Deepa Gurung, S M Zia Ur Rashid, Zain ul Abdeen +1
The history behind the development of cloud computing is more than several decades of technological progress in the fields of virtualization, distributed systems, and high-speed ne…
cs.LG2025
A Scalable Approach for Safe and Robust Learning via Lipschitz-Constrained Networks
Zain ul Abdeen, Vassilis Kekatos, Ming Jin
Certified robustness is a critical property for deploying neural networks (NN) in safety-critical applications. A principle approach to achieving such guarantees is to constrain th…
cs.LG2025
Parameter Stress Analysis in Reinforcement Learning: Applying Synaptic Filtering to Policy Networks
Zain ul Abdeen, Ming Jin
This paper explores reinforcement learning (RL) policy robustness by systematically analyzing network parameters under internal and external stresses. \textcolor{black}{We apply sy…