78 citations · 304 across the 58 of their papers we have counts for
4 papers · 1 filter
Solving Multi-Arm Bandit Using a Few Bits of Communication
Osama A. Hanna, Lin F. Yang, Christina Fragouli
The multi-armed bandit (MAB) problem is an active learning framework that aims to select the best among a set of actions by sequentially observing rewards. Recently, it has become…
A Reinforcement Learning Approach for Scheduling in mmWave Networks
Mine Gokce Dogan, Yahya H. Ezzeldin, Christina Fragouli +1
We consider a source that wishes to communicate with a destination at a desired rate, over a mmWave network where links are subject to blockage and nodes to failure (e.g., in a hos…
Dynamic group testing to control and monitor disease progression in a population
Sundara Rajan Srinivasavaradhan, Pavlos Nikolopoulos, Christina Fragouli +1
In the context of a pandemic like COVID-19, and until most people are vaccinated, proactive testing and interventions have been proved to be the only means to contain the disease s…
On optimal relay placement in directional networks
Mine Gokce Dogan, Yahya H. Ezzeldin, Christina Fragouli
In this paper, we study the problem of optimal topology design in wireless networks equipped with highly-directional transmission antennas. We use the 1-2-1 network model to charac…