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Researcher profile

Balasubramaniam Natarajan

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Addressing practical challenges in Active Learning via a hybrid query strategy

    2021 · arXiv (Cornell University)

    Active Learning (AL) is a powerful tool to address modern machine learning problems with significantly fewer labeled training instances. However, implementation of traditional AL methodologies in practical scenarios is accompanied by multiple challenges due to …

  2. FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy

    2024 · arXiv (Cornell University)

    This research work introduces a novel approach to the classification of Alzheimer's disease by using the advanced deep learning techniques combined with secure data processing methods. This research work primary uses transfer learning models such …