3 citations · 6 across the 8 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2022★ 1 cited
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…
cs.LG2022
Multi-Model Federated Learning
Neelkamal Bhuyan, Sharayu Moharir
Federated learning is a form of distributed learning with the key challenge being the non-identically distributed nature of the data in the participating clients. In this paper, we…
cs.LG2019
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…