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cs.LG2024
Framework for Co-distillation Driven Federated Learning to Address Class Imbalance in Healthcare
Suraj Racha, Shubh Gupta, Humaira Firdowse +3
Federated Learning (FL) is a pioneering approach in distributed machine learning, enabling collaborative model training across multiple clients while retaining data privacy. Howeve…
cs.CL2024
GUIDEQ: Framework for Guided Questioning for progressive informational collection and classification
Priya Mishra, Suraj Racha, Kaustubh Ponkshe +2
Question Answering (QA) is an important part of tasks like text classification through information gathering. These are finding increasing use in sectors like healthcare, customer…