Rómulo Walter Condori Bustincio

According to our database, Rómulo Walter Condori Bustincio authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Enhancing robustness in federated learning using minimal repair and dynamic adaptation in a scenario with client failures.

John Sousa, Eduardo Ribeiro, Rómulo Bustincio, Lucas Bastos, Renan Morais, Eduardo Cerqueira, Denis Rosário

Ann. des Télécommunications, October, 2025

Reducing communication overhead through one-shot model pruning in federated learning.

Rómulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Luiz F. Bittencourt

Ann. des Télécommunications, October, 2025

FL-as-API: A Service-Oriented Architecture for Heterogeneous Federated Learning.

Rómulo Bustincio, Pedro Yuri Marquez Solis, Allan Mariano de Souza, Luiz F. Bittencourt

Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

Federated Learning for Mental Health Disorder Detection: A CNN-LSTM Approach with Non-IID Data.

Gustavo Alonso Ccama Marron, Alvaro H. Mamani-Aliaga, Rómulo Walter Condori Bustincio

Proceedings of the 44th International Conference of the Chilean Computer Science Society, 2025

OPALA: Optimized Pruning Adaptive Learning Approach for Federated Learning Scenarios.

Rafael Veiga, Renan Morais, Rómulo Bustincio, Lucas Bastos, Denis do Rosário, Susana Sargento, Eduardo Cerqueira

Proceedings of the IEEE Symposium on Computers and Communications, 2025

2024

Minimizing Communication Overhead via Wavelet-Based Model Compression in Federated Learning.

Rómulo Walter Condori Bustincio, Jorge L. Díaz Calle, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Allan Mariano de Souza, Luiz F. Bittencourt

Proceedings of the 17th IEEE/ACM International Conference on Utility and Cloud Computing, 2024

2023

EntropicFL: Efficient Federated Learning via Data Entropy and Model Divergence.

Rómulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luiz F. Bittencourt

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023