31 citations · 53 across the 20 of their papers we have counts for
4 papers · 1 filter
RetroRenting: An Online Policy for Service Caching at the Edge
V S Ch Lakshmi Narayana, Sharayu Moharir, Nikhil Karamchandani
The rapid proliferation of shared edge computing platforms has enabled application service providers to deploy a wide variety of services with stringent latency and high bandwidth…
Unreliable Multi-Armed Bandits: A Novel Approach to Recommendation Systems
Aditya Narayan Ravi, Pranav Poduval, Sharayu Moharir
We use a novel modification of Multi-Armed Bandits to create a new model for recommendation systems. We model the recommendation system as a bandit seeking to maximize reward by pu…
Contextual Bandits Evolving Over Finite Time
Harsh Deshpande, Vishal Jain, Sharayu Moharir
Contextual bandits have the same exploration-exploitation trade-off as standard multi-armed bandits. On adding positive externalities that decay with time, this problem becomes muc…
Influencing Opinions of Heterogeneous Populations over Finite Time Horizons
Arunabh Saxena, Bhumesh Kumar, Anmol Gupta +2
In this work, we focus on strategies to influence the opinion dynamics of a well-connected society. We propose a generalization of the popular voter model. This variant of the vote…