3 papers
cs.LG2025
Towards Federated Multi-Armed Bandit Learning for Content Dissemination using Swarm of UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper introduces an Unmanned Aerial Vehicle - enabled content management architecture that is suitable for critical content access in communities of users that are communicati…
cs.LG2025
Top-k Multi-Armed Bandit Learning for Content Dissemination in Swarms of Micro-UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper presents a Micro-Unmanned Aerial Vehicle (UAV)-enhanced content management system for disaster scenarios where communication infrastructure is generally compromised. Uti…
cs.SD2024
Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper presents a computationally efficient and distributed speaker diarization framework for networked IoT-style audio devices. The work proposes a Federated Learning model wh…