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cs.LG2025
Fed-Meta-Align: A Similarity-Aware Aggregation and Personalization Pipeline for Federated TinyML on Heterogeneous Data
Hemanth Macharla, Mayukha Pal
Real-time fault classification in resource-constrained Internet of Things (IoT) devices is critical for industrial safety, yet training robust models in such heterogeneous environm…
cs.LG2022★ 3 cited
Local Interpretable Model Agnostic Shap Explanations for machine learning models
P. Sai Ram Aditya, Mayukha Pal
With the advancement of technology for artificial intelligence (AI) based solutions and analytics compute engines, machine learning (ML) models are getting more complex day by day.…