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@mmalekzadeh
mmalekzadeh
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:octocat:
Code to Learn & Learn to Code.

Mohammad Malekzadeh mmalekzadeh

:octocat:
Code to Learn & Learn to Code.
Senior Research Scientist and Tech Lead at Nokia Bell Labs

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  1. motion-sensemotion-sensePublic

    MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)

    Jupyter Notebook 334 105

  2. ipc-lab/private-ml-for-healthipc-lab/private-ml-for-healthPublic

    Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)

    Python 73 17

  3. danadanaPublic

    DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)

    Jupyter Notebook 45 9

  4. privacy-preserving-banditsprivacy-preserving-banditsPublic

    Privacy-Preserving Bandits (MLSys'20)

    Jupyter Notebook 23 7

  5. honest-but-curious-netshonest-but-curious-netsPublic

    Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)

    Python 18 3

  6. Nokia-Bell-Labs/salted-dnnsNokia-Bell-Labs/salted-dnnsPublic

    (HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing

    Python 15


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