Vineetha Pais

According to our database, Vineetha Pais authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Federated learning using flower framework for enhanced medication safety in intensive care units.

Vineetha Pais, Santhosha Rao, Balachandra Muniyal, Sheng Yun

Int. J. Data Sci. Anal., December, 2025

The Critical Role of Client Selection in Cross-Silo Federated Learning: Challenges, Approaches, and Opportunities.

Vineetha Pais, Santhosha Rao, Balachandra Muniyal

IEEE Access, 2025

Strategies for Reducing the Communication and Computation Costs in Cross-Silo Federated Learning: A Comprehensive Review.

Vineetha Pais, Santhosha Rao, Balachandra Muniyal

IEEE Access, 2025

SMART-FL: Single-Shot Merged Adaptive Resource-Aware Tensor-Fusion for Efficient Federated Learning in Heterogeneous Cross-Silo Environments.

Vineetha Pais, Santhosha Rao, Balachandra Muniyal

IEEE Access, 2025

2024

FedDSL: A Novel Client Selection Method to Handle Statistical Heterogeneity in Cross-Silo Federated Learning Using Flower Framework.

Vineetha Pais, Santhosha Rao, Balachandra Muniyal

IEEE Access, 2024