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cs.NI2021
Network Graph Generation through Adaptive Clustering and Infection Dynamics: A Step Towards Global Connectivity
Aniq Ur Rahman, Fares Fourati, Khac-Hoang Ngo +2
More than 40% of the world's population is not connected to the internet, majorly due to the lack of adequate infrastructure. Our work aims to bridge this digital divide by proposi…
cs.NI2021
Improving Spectral Efficiency of Wireless Networks through Democratic Spectrum Sharing
Aniq Ur Rahman, Mustafa A. Kishk, Mohamed-Slim Alouini
Wireless devices need spectrum to communicate. With the increase in the number of devices competing for the same spectrum, it has become nearly impossible to support the throughput…
stat.ML2021
Kolmogorov-Smirnov Test-Based Actively-Adaptive Thompson Sampling for Non-Stationary Bandits
Gourab Ghatak, Hardhik Mohanty, Aniq Ur Rahman
We consider the non-stationary multi-armed bandit (MAB) framework and propose a Kolmogorov-Smirnov (KS) test based Thompson Sampling (TS) algorithm named TS-KS, that actively detec…