2 papers
cs.LG2026
From GNNs to Symbolic Surrogates via Kolmogorov-Arnold Networks for Delay Prediction
Sami Marouani, Kamal Singh, Baptiste Jeudy +1
Accurate prediction of flow delay is essential for optimizing and managing modern communication networks. We investigate three levels of modeling for this task. First, we implement…
cs.LG2025
TSKAN: Interpretable Machine Learning for QoE modeling over Time Series Data
Kamal Singh, Priyanka Rawat, Sami Marouani +1
Quality of Experience (QoE) modeling is crucial for optimizing video streaming services to capture the complex relationships between different features and user experience. We prop…