Papers

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning

Sarang S, Druva Dhakshinamoorthy, Aditya Shiva Sharma, Yuvraj Singh Bhadauria, Siddharth Chaitra Vivek, Arihant Bansal, Arnab K. Paul

ACM/IFIP/USENIX International Middleware Conference (MIDDLEWARE) 2025

Poster at Student Research Symposium @ IEEE International Conference on HPC, Data, and Analytics (HiPC) 2023

Paper Github Pre-Print

Benchmarking Mutual Information-based Losses for Federated Learning

Sarang S, Harsh D Chothani, Qilei Li, Ahmed M. A. Sayed, Arnab K. Paul

FedEdgeAI Workshop @ IEEE International Conference on Distributed Computing Systems (ICDCS) 2025

Paper Pre-Print

A novel hybrid neural network-based volatility forecasting of agricultural commodity prices: Empirical evidence from India

Manogna R. L., Vijay Dharmaji, Sarang S

Journal of Big Data

Paper

Enhancing agricultural commodity price forecasting with deep learning

Manogna R. L., Vijay Dharmaji, Sarang S

Nature Scientific Reports

Paper