no code implementations • 30 Jan 2024 • Aniq Ur Rahman, Justin P. Coon
In this paper, we propose an online algorithm "mspace" for forecasting node features in temporal graphs, which adeptly captures spatial cross-correlation among different nodes as well as the temporal autocorrelation within a node.
no code implementations • 8 Jan 2024 • Aniq Ur Rahman, Justin P. Coon
This document aims to familiarize readers with temporal graph learning (TGL) through a concept-first approach.
no code implementations • 30 May 2021 • Gourab Ghatak, Hardhik Mohanty, Aniq Ur Rahman
In particular, for the two-armed bandit case, we derive bounds on the number of samples of the reward distribution to detect the change once it occurs.
no code implementations • 19 Dec 2020 • Aniq Ur Rahman, Mustafa A. Kishk, Mohamed-Slim Alouini
We study the interaction of WiFi and 5G cellular networks as they exploit the recently unlocked 6-GHz spectrum for unlicensed access while conforming to the constraints imposed by the incumbent users.
no code implementations • 22 Jun 2020 • Aniq Ur Rahman, Gourab Ghatak, Antonio De Domenico
We consider the latency minimization problem in a task-offloading scenario, where multiple servers are available to the user equipment for outsourcing computational tasks.