2 papers
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…
eess.SP2020
An Online Algorithm for Computation Offloading in Non-Stationary Environments
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. To accou…