2 citations · 3 across the 4 of their papers we have counts for
4 papers
Influencing Bandits: Arm Selection for Preference Shaping
Viraj Nadkarni, D. Manjunath, Sharayu Moharir
We consider a non stationary multi-armed bandit in which the population preferences are positively and negatively reinforced by the observed rewards. The objective of the algorithm…
On the Regret of Online Edge Service Hosting
R Sri Prakash, Nikhil Karamchandani, Sharayu Moharir
We consider the problem of service hosting where a service provider can dynamically rent edge resources via short term contracts to ensure better quality of service to its customer…
Multi-Model Federated Learning with Provable Guarantees
Neelkamal Bhuyan, Sharayu Moharir, Gauri Joshi
Federated Learning (FL) is a variant of distributed learning where edge devices collaborate to learn a model without sharing their data with the central server or each other. We re…
Serving Content with Unknown Demand:the High-Dimensional Regime
Sharayu Moharir, Javad Ghaderi, Sujay Sanghavi +1
In this paper we look at content placement in the high-dimensional regime: there are n servers, and O(n) distinct types of content. Each server can store and serve O(1) types at an…