Swastika Roy

According to our database, Swastika Roy authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing.

Swastika Roy, Hatim Chergui, Christos V. Verikoukis

IEEE Trans. Cogn. Commun. Netw., December, 2024

Toward Bridging the FL Performance-Explainability Tradeoff: A Trustworthy 6G RAN Slicing Use-Case.

Swastika Roy, Hatim Chergui, Christos V. Verikoukis

IEEE Trans. Veh. Technol., July, 2024

Federated Machine Reasoning for Resource Provisioning in 6G O-RAN.

Swastika Roy, Hatim Chergui, Adlen Ksentini, Christos V. Verikoukis

CoRR, 2024

2023

Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case.

Swastika Roy, Hatim Chergui, Christos V. Verikoukis

CoRR, 2023

Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing.

Swastika Roy, Farhad Rezazadeh, Hatim Chergui, Christos V. Verikoukis

Proceedings of the IEEE International Conference on Communications, 2023

2022

A Cloud Native SLA-Driven Stochastic Federated Learning Policy for 6G Zero-Touch Network Slicing.

Swastika Roy, Hatim Chergui, Luis Sanabria-Russo, Christos V. Verikoukis

Proceedings of the IEEE International Conference on Communications, 2022