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cs.LG2025
Mechanistic Evidence for Preserved-but-Misaligned Representations in Non-IID FedAvg
Muhammad Haseeb, Salaar Masood, Muhammad Abdullah Sohail +2
Federated Averaging (FedAvg) often degrades under non-IID client data, but it remains unclear whether this degradation reflects the loss of client-learned representations or a fail…
cs.LG2024★ 1 cited
Deciphering the Underserved: Benchmarking LLM OCR for Low-Resource Scripts
Muhammad Abdullah Sohail, Salaar Masood, Hamza Iqbal
This study investigates the potential of Large Language Models (LLMs), particularly GPT-4o, for Optical Character Recognition (OCR) in low-resource scripts such as Urdu, Albanian,…