Federated Learning on Non-IID Data Silos: An Experimental Study

• Efficient Federated Learning on Resource-Constrained Edge Devices: Integrating Data Distillation and Semi-Supervised Learning

  2024 conference-paper Computer Science Privacy-Preserving Technologies in Data

  0

  citations
• Order Optimal Bounds for One-Shot Federated Learning Over Non-Convex Loss Functions

  2023 IEEE Transactions on Information Theory article Computer Science Privacy-Preserving Technologies in Data

  2

  citations
• A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning

  2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

  2

  citations
• Accelerating Federated Learning via Modified Local Model Update Based on Individual Performance Metric

  2023 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) conference-paper Computer Science Privacy-Preserving Technologies in Data

  7

  citations
• Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications

  2023 IEEE International Symposium on Autonomous Decentralized Systems (ISADS) conference-paper Computer Science Privacy-Preserving Technologies in Data

  8

  citations
• pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints

  2023 Lecture notes in computer science conference-paper Computer Science Privacy-Preserving Technologies in Data

  4

  citations
• Optimized Federated Learning on Class-Biased Distributed Data Sources

  2021 Communications in computer and information science conference-paper Computer Science Privacy-Preserving Technologies in Data

  7

  citations

7 results