DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging

P Chourasia, TE Ali, S Ali, M Pattersn - arXiv preprint arXiv:2411.05173, 2024 - arxiv.org
Federated Learning (FL) is a distributed learning technique that maintains data privacy by
providing a decentralized training method for machine learning models using distributed big …

Preserving Hidden Hierarchical Structure: Poincaré Distance for Enhanced Genomic Sequence Analysis

S Ali, H Mansoor, P Chourasia, IU Khan, M Pattersn - bioRxiv, 2024 - biorxiv.org
The analysis of large volumes of molecular (genomic, proteomic, etc.) sequences has
become a significant research field, especially after the recent coronavirus pandemic …