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Umeå University
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Sourasekhar Banerjee

Contact

E-mail
sourasekhar.banerjee@umu.se
Phone

Works at

Affiliation
Affiliated as other position at Department of Computing Science
Location
MIT-huset, Umeå universitet, MIT.D.238 Umeå universitet, 901 87 Umeå
Advancing federated learning: algorithms and use-cases
Report / UMINF, 24.09
Banerjee, Sourasekhar
Cost-efficient feature selection for horizontal federated learning
IEEE Transactions on Artificial Intelligence
Banerjee, Sourasekhar; Bhuyan, Devvjiit; Elmroth, Erik; et al.
Personalized multi-tier federated learning
ICONIP 2024, 31st International Conference on Neural Information Processing, Auckland, New Zealand, December 2-6, 2024
Banerjee, Sourasekhar; Dadras, Ali; Yurtsever, Alp; et al.
Federated Frank-Wolfe Algorithm
Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9–13, 2024, Proceedings, Part III
Dadras, Ali; Banerjee, Sourasekhar; Prakhya, Karthik; et al.
Towards post-disaster damage assessment using deep transfer learning and GAN-based data augmentation
ICDCN '23: Proceedings of the 24th International Conference on Distributed Computing and Networking, ACM Digital Library 2023 : 372-377
Banerjee, Sourasekhar; Patel, Yashwant Singh; Kumar, Pushkar; et al.
Application of deep learning for energy management in smart grid
Deep learning in data analytics: recent techniques, practices and applications, Springer 2022 : 221-239
Banerjee, Sourasekhar; Ghosh, Soumitra; Mishra, Brojo Kishore
Optimized and adaptive federated learning for straggler-resilient device selection
2022 International Joint Conference on Neural Networks (IJCNN), IEEE 2022 : 1-9
Banerjee, Sourasekhar; Vu, Xuan-Son; Bhuyan, Monowar H.
Personalized multi-tier federated learning
FL-NeurIPS'22, International Workshop on Federated Learning: Recent Advances and New Challenges in Conjunction with NeurIPS 2022, New Orleans, LA, USA, December 2, 2022
Banerjee, Sourasekhar; Yurtsever, Alp; Bhuyan, Monowar H.
Fed-FiS: A Novel Information-Theoretic Federated Feature Selection for Learning Stability
Neural Information Processing: 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings, Part V, Springer Nature 2021 : 480-487
Banerjee, Sourasekhar; Elmroth, Erik; Bhuyan, Monowar H.
Multi-Diseases Classification From Chest-X-Ray: A Federated Deep Learning Approach
AI 2020: Advances in Artificial Intelligence: 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29–30, 2020, Proceedings, Springer 2020 : 3-15
Banerjee, Sourasekhar; Misra, Rajiv; Prasad, Mukesh; et al.
Predicting event memorability using personalized federated learning
Banerjee, Sourasekhar; Roy, Debaditya; Subbaraju, Vigneshwaran; et al.
The case for federated learning in developing personalized image privacy advisor
Banerjee, Sourasekhar; Roy, Debadiyta; Subramaniam, Vengateswaran; et al.
View publications in DiVA

Research groups

Group member
Autonomous Distributed Systems Lab