conftrace_

cross-silo federated learning

12 papers

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Co-occurring keywords

federated learning (1333) communication efficiency (297) cryptographic operation (1) modular exponentiation (1) resource utilization (16) healthcare datum (10) training time (13) client drift (27) model interpolation (7) multi-agent system (1819)

Papers

Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NIPS 2024
PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning NIPS 2024
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract) IJCAI 2023
Reducing Training Time in Cross-Silo Federated Learning Using Multigraph Topology ICCV 2023
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning NSDI 2023
Faster Adaptive Federated Learning AAAI 2023
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning IJCAI 2023
Coordinating Momenta for Cross-Silo Federated Learning AAAI 2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings NIPS 2022
On Privacy and Personalization in Cross-Silo Federated Learning NIPS 2022
Personalized Cross-Silo Federated Learning on Non-IID Data AAAI 2021