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Researcher profile

Sharath Pankanti

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. P2L: Predicting Transfer Learning for Images and Semantic Relations

    2020

    We describe an efficient method to accurately estimate the effectiveness of a previously trained deep learning model for use in a new learning task. We use this method, "Predict To Learn" (P2L), to predict the …

  2. Efficient CNN Building Blocks for Encrypted Data

    2021 · arXiv (Cornell University)

    Machine learning on encrypted data can address the concerns related to privacy and legality of sharing sensitive data with untrustworthy service providers. Fully Homomorphic Encryption (FHE) is a promising technique to enable machine learning and …