Picture for Carlee Joe-Wong

Carlee Joe-Wong

HumekaFL: Automated Detection of Neonatal Asphyxia Using Federated Learning

Add code
Dec 02, 2024
Viaarxiv icon

FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning

Add code
Oct 24, 2024
Figure 1 for FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning
Figure 2 for FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning
Figure 3 for FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning
Figure 4 for FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning
Viaarxiv icon

FedBaF: Federated Learning Aggregation Biased by a Foundation Model

Add code
Oct 24, 2024
Viaarxiv icon

RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space

Add code
Oct 21, 2024
Viaarxiv icon

Federated Communication-Efficient Multi-Objective Optimization

Add code
Oct 21, 2024
Figure 1 for Federated Communication-Efficient Multi-Objective Optimization
Figure 2 for Federated Communication-Efficient Multi-Objective Optimization
Figure 3 for Federated Communication-Efficient Multi-Objective Optimization
Figure 4 for Federated Communication-Efficient Multi-Objective Optimization
Viaarxiv icon

Neural Combinatorial Clustered Bandits for Recommendation Systems

Add code
Oct 18, 2024
Figure 1 for Neural Combinatorial Clustered Bandits for Recommendation Systems
Figure 2 for Neural Combinatorial Clustered Bandits for Recommendation Systems
Figure 3 for Neural Combinatorial Clustered Bandits for Recommendation Systems
Figure 4 for Neural Combinatorial Clustered Bandits for Recommendation Systems
Viaarxiv icon

FedGraph: A Research Library and Benchmark for Federated Graph Learning

Add code
Oct 08, 2024
Figure 1 for FedGraph: A Research Library and Benchmark for Federated Graph Learning
Figure 2 for FedGraph: A Research Library and Benchmark for Federated Graph Learning
Figure 3 for FedGraph: A Research Library and Benchmark for Federated Graph Learning
Figure 4 for FedGraph: A Research Library and Benchmark for Federated Graph Learning
Viaarxiv icon

Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability

Add code
Sep 26, 2024
Figure 1 for Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
Figure 2 for Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
Figure 3 for Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
Figure 4 for Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
Viaarxiv icon

QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option Shuffling

Add code
Sep 21, 2024
Figure 1 for QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option Shuffling
Figure 2 for QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option Shuffling
Figure 3 for QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option Shuffling
Figure 4 for QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option Shuffling
Viaarxiv icon

Federated Learning with Flexible Architectures

Add code
Jun 14, 2024
Viaarxiv icon