3 papers
cs.DC2025
Benchmarking Federated Learning for Throughput Prediction in 5G Live Streaming Applications
Yuvraj Dutta, Soumyajit Chatterjee, Sandip Chakraborty +1
Accurate and adaptive network throughput prediction is essential for latency-sensitive and bandwidth-intensive applications in 5G and emerging 6G networks. However, most existing m…
cs.LG2024
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data
Aritra Hota, Soumyajit Chatterjee, Sandip Chakraborty
Traditional human-in-the-loop-based annotation for time-series data like inertial data often requires access to alternate modalities like video or audio from the environment. These…
cs.HC2023
"Filling the Blanks'': Identifying Micro-activities that Compose Complex Human Activities of Daily Living
Soumyajit Chatterjee, Bivas Mitra, Sandip Chakraborty
Complex activities of daily living (ADLs) often consist of multiple micro-activities. When performed sequentially, these micro-activities help the user accomplish the broad macro-a…