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  • Oct
    11

    IEMS Seminar: Statistical Tensor Learning in 2020s: Methodology, Theory, and Applications

    Department of Industrial Engineering and Management Sciences (IEMS)

    11:00 AM HIVE 2.350, Ford Motor Company Engineering Design Center

    EVENT DETAILS

    Anru Zhang, Ph.D.

    Duke University

    Title: Statistical Tensor Learning in 2020s: Methodology, Theory, and Applications

    Abstract: The analysis of tensor data, i.e., arrays with multiple directions, has become an active research topic in the era of big data. Datasets in the form of tensors arise from a wide range of scientific applications. Tensor methods also provide unique perspectives to many high-dimensional problems, where the observations are not necessarily tensors. Problems in high-dimensional tensors generally possess distinct characteristics that pose great challenges to the data science community.

    In this talk, we discuss several recent advances in statistical tensor learning and their applications in computational imaging, social network, and generative model. We also illustrate how we develop statistically optimal methods and computationally efficient algorithms that interact with the modern theories of computation, high-dimensional statistics, and non-convex optimization.

    Bio: Anru Zhang is the Eugene Anson Stead, Jr. M.D. Associate Professor at the Department of Biostatistics & Bioinformatics and Associate Professor at the Departments of Computer Science, Mathematics, and Statistical Science at Duke University. He obtained his Bachelor's degree from Peking University in 2010 and Ph.D. from the University of Pennsylvania in 2015. His work focuses on high-dimensional statistical inference, non-convex optimization, computational complexity, tensor learning, and applications in electronic health records, genomics, and computational imaging. He won the NSF CAREER Award (2020), ASA Gottfried E. Noether Junior Award (2021), Bernoulli Society New Researcher Award (2021), ICSA Outstanding Young Researcher Award (2021), and the IMS Tweedie Award (2022, awarded by Institute of Mathematical Statistics to a single young statistician/probabilist per year).

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    TIME Tuesday, October 11, 2022 at 11:00 AM - 12:00 PM

    LOCATION HIVE 2.350, Ford Motor Company Engineering Design Center    map it

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    CONTACT Agnes Kaminski    a-kaminski@northwestern.edu EMAIL

    CALENDAR Department of Industrial Engineering and Management Sciences (IEMS)

  • Apr
    30

    Learning and Information Aggregation in Dynamic Games

    Department of Industrial Engineering and Management Sciences (IEMS)

    11:00 AM ITW 1.350, Ford Motor Company Engineering Design Center

    EVENT DETAILS

    TIME Tuesday, April 30, 2024 at 11:00 AM - 12:00 PM

    LOCATION ITW 1.350, Ford Motor Company Engineering Design Center    map it

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    CONTACT Kendall Minta    kendall.minta@gmail.com EMAIL

    CALENDAR Department of Industrial Engineering and Management Sciences (IEMS)

  • May
    8

    Extending Care: A Conversation about Conservation and Futurity

    Block Museum of Art

    6:00 PM Block Museum of Art, Mary and Leigh

    EVENT DETAILSmore info

    TIME Wednesday, May 8, 2024 at 6:00 PM - 7:30 PM

    LOCATION Block Museum of Art, Mary and Leigh    map it

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    CONTACT Block Museum of Art    block-museum@northwestern.edu EMAIL

    CALENDAR Block Museum of Art

  • May
    17

    MLDS Exchange 2024

    Master of Science in Machine Learning and Data Science (MLDS)

    9:00 AM 633 N St Clair Street

    EVENT DETAILS

    TIME Friday, May 17, 2024 at 9:00 AM - 5:00 PM

    LOCATION 633 N St Clair Street   

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    CONTACT Master of Science in Machine Learning and Data Science Program    mlds@northwestern.edu EMAIL

    CALENDAR Master of Science in Machine Learning and Data Science (MLDS)

  • Jun
    10

    Northwestern Engineering PhD Hooding and Master's Degree Recognition Ceremony

    McCormick School of Engineering and Applied Science

    9:00 AM Welsh-Ryan Arena

    EVENT DETAILSmore info

    TIME Monday, June 10, 2024 at 9:00 AM - 11:00 AM

    LOCATION Welsh-Ryan Arena   

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    CONTACT Amy Pokrass    amy.pokrass@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Jun
    10

    Northwestern Engineering Undergraduate Convocation

    McCormick School of Engineering and Applied Science

    2:00 PM Welsh-Ryan Arena

    EVENT DETAILSmore info

    TIME Monday, June 10, 2024 at 2:00 PM - 4:00 PM

    LOCATION Welsh-Ryan Arena   

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    CONTACT Amy Pokrass    amy.pokrass@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Aug
    14

    Undergraduate Quantum Summer School

    McCormick School of Engineering and Applied Science

    All Day Ford Motor Company Engineering Design Center

    EVENT DETAILSmore info

    TIME Wednesday, August 14, 2024

    LOCATION Ford Motor Company Engineering Design Center    map it

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    CONTACT Dongyang Li    lidongyang@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Aug
    15

    Undergraduate Quantum Summer School

    McCormick School of Engineering and Applied Science

    All Day Ford Motor Company Engineering Design Center

    EVENT DETAILSmore info

    TIME Thursday, August 15, 2024

    LOCATION Ford Motor Company Engineering Design Center    map it

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    CONTACT Dongyang Li    lidongyang@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science