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Researcher profile

José Luis Ambite

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Accelerating Federated Learning in Heterogeneous Data and Computational Environments

    2020 · arXiv (Cornell University)

    There are situations where data relevant to a machine learning problem are distributed among multiple locations that cannot share the data due to regulatory, competitiveness, or privacy reasons. For example, data present in users' cellphones, …

  2. Scaling Neuroscience Research Using Federated Learning

    2021

    The amount of biomedical data continues to grow rapidly. However, the ability to analyze these data is limited due to privacy and regulatory concerns. Machine learning approaches that require data to be copied to a …