Picture for Sayan Biswas

Sayan Biswas

Boosting Asynchronous Decentralized Learning with Model Fragmentation

Add code
Oct 16, 2024
Viaarxiv icon

Fair Decentralized Learning

Add code
Oct 03, 2024
Viaarxiv icon

Bayes' capacity as a measure for reconstruction attacks in federated learning

Add code
Jun 19, 2024
Viaarxiv icon

Secure Aggregation Meets Sparsification in Decentralized Learning

Add code
May 14, 2024
Viaarxiv icon

Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes

Add code
Apr 15, 2024
Viaarxiv icon

Low-Cost Privacy-Aware Decentralized Learning

Add code
Mar 18, 2024
Figure 1 for Low-Cost Privacy-Aware Decentralized Learning
Figure 2 for Low-Cost Privacy-Aware Decentralized Learning
Figure 3 for Low-Cost Privacy-Aware Decentralized Learning
Figure 4 for Low-Cost Privacy-Aware Decentralized Learning
Viaarxiv icon

Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond

Add code
Sep 01, 2023
Viaarxiv icon

Group privacy for personalized federated learning

Add code
Jun 07, 2022
Figure 1 for Group privacy for personalized federated learning
Figure 2 for Group privacy for personalized federated learning
Figure 3 for Group privacy for personalized federated learning
Figure 4 for Group privacy for personalized federated learning
Viaarxiv icon