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  1. Mutual Information Upper Bounds for Uniform Inputs Through the Deletion Channel

    Article • IEEE Transactions on Information Theory, July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Berivan Isik

  2. Neural Network Compression for Noisy Storage Devices

    Article • ACM Transactions on Embedded Computing Systems, May 2023, ACM (Association for Computing Machinery)

    Berivan Isik, H.-S.Philip Wong

  3. Lossy Compression of Noisy Data for Private and Data-Efficient Learning

    Article • IEEE Journal on Selected Areas in Information Theory, December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Berivan Isik

  4. LVAC: Learned volumetric attribute compression for point clouds using coordinate based networks

    Article • Frontiers in Signal Processing, October 2022, Frontiers

    Berivan Isik

  5. Learning under Storage and Privacy Constraints

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Berivan Isik

  6. rTop-k: A Statistical Estimation Approach to Distributed SGD

    Article • IEEE Journal on Selected Areas in Information Theory, November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Berivan Isik