Gergely Dániel Németh

According to our database, Gergely Dániel Németh authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Diversity-Driven Learning: Tackling Spurious Correlations and Data Heterogeneity in Federated Models.

Gergely Dániel Németh, Eros Fanì, Yeat Jeng Ng, Barbara Caputo, Miguel Angel Lozano, Nuria Oliver, Novi Quadrianto

CoRR, April, 2025

Privacy and Accuracy Implications of Model Complexity and Integration in Heterogeneous Federated Learning.

Gergely Dániel Németh, Miguel Angel Lozano, Novi Quadrianto, Nuria Oliver

IEEE Access, 2025

2023

Addressing Membership Inference Attack in Federated Learning with Model Compression.

Gergely Dániel Németh, Miguel Angel Lozano, Novi Quadrianto, Nuria Oliver

CoRR, 2023

2022

A Snapshot of the Frontiers of Client Selection in Federated Learning.

Gergely Dániel Németh, Miguel Angel Lozano, Novi Quadrianto, Nuria Oliver Ramirez

Trans. Mach. Learn. Res., 2022