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    Deniz Oktay

    PhD Candidate at Princeton University

    Deniz Oktay is an AI Resident at Google AI, currently pursuing a PhD at Princeton University. His academic background includes a Bachelor of Science and a Master of Engineering in Computer Science from the Massachusetts Institute of Technology (MIT). During his time at Google, which spanned from June 2018 to June 2019, Oktay focused on the intersection of machine learning and scientific computing, particularly utilizing automatic differentiation techniques in his research.13

    Academic and Research Contributions

    Oktay has contributed significantly to various fields, including machine learning, scientific computing, and artificial intelligence. He has authored and co-authored several notable papers, such as:

    • "Simulating 500 million years of evolution with a language model" (2024)
    • "Scalable Model Compression by Entropy Penalized Reparameterization" (2020)
    • "Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity" (2023) .15

    His research focuses on bridging scientific computing with machine learning methodologies, aiming to enhance computational efficiency and model accuracy in complex systems. He is particularly known for his work on randomized automatic differentiation, which reduces memory usage in both fields.6

    Professional Experience

    In addition to his role at Google AI, Oktay has interned at NVIDIA and worked as a core developer at Hudson River Trading. His diverse experiences in research and development across different organizations highlight his expertise in deep learning and computational methods.45

    Current Work

    As of now, Oktay is actively involved in his PhD studies while also contributing to ongoing research projects. His work continues to explore innovative solutions that integrate machine learning with scientific applications.23

    Highlights

    ‪Deniz Oktay‬ - ‪Google Scholar‬
    ‪Deniz Oktay‬ - ‪Google Scholar‬
    Jun 18 · cs.princeton.edu
    06-18 Deniz Oktay FPO | CS
    Jan 1 · openreview.net
    Deniz Oktay | OpenReview
    Neil Thomas

    Related Questions

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    Deniz Oktay
    Deniz Oktay, photo 1
    Deniz Oktay, photo 2
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    Mountain View, California
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