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  • Feb
    23

    Teaching Demo & Research Talk - Eric Evert "A generalized eigenspace approach for tensor decomposition"

    Department of Computer Science

    10:00 AM

    EVENT DETAILS

    Abstract

    Tensors, or multiindexed arrays, play an important role in fields such as machine learning and signal processing. These higher-order generalizations of matrices allow for preservation of higher-order structure present in data, and low rank decompositions of tensors allow for recovery of underlying information. One of the most popular decompositions for tensors is the canonical polyadic decomposition (CPD) which expresses a tensor as a sum of rank one tensors. However most existing algebraic algorithms for CPD (based on generalized eigenvalue decomposition) are unstable. In this talk, I will present a new algebraic algorithm which significantly improves the accuracy for tensor decompositions. In addition, I will discuss progress on some fundamental issues related to tensor decompositions.

    Biography

    I am a postdoctoral researcher at KU Leuven working in the group of Lieven de Lathauwer. I received my PhD from UC San Diego in 2018 under the direction of J. William Helton. My primary research interests include tensor decompositions and noncommutative (matrix) convex sets. In the tensors world, I study existence of best low rank tensor approximations and algebraic algorithms for various tensor decompositions. For matrix convex sets, I am particularly interested in various types of extreme points.

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    TIME Wednesday, February 23, 2022 at 10:00 AM - 11:00 AM

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    CONTACT Pamela Villalovoz    pmv@northwestern.edu EMAIL

    CALENDAR Department of Computer Science

  • Aug
    20

    Alumni Education Webinar: McCormick School of Engineering's Strategic Vision

    McCormick School of Engineering and Applied Science

    12:00 PM

    EVENT DETAILS

    TIME Wednesday, August 20, 2025 at 12:00 PM - 1:00 PM

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    CONTACT Andi Joppie    andi.joppie@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Sep
    8

    Welcome & Breakfast for New McCormick PhD Students

    McCormick School of Engineering and Applied Science

    9:00 AM LR2 & Tech East Plaza, Technological Institute

    EVENT DETAILS

    TIME Monday, September 8, 2025 at 9:00 AM - 10:00 AM

    LOCATION LR2 & Tech East Plaza, Technological Institute    map it

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    CONTACT Andi Joppie    andi.joppie@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Sep
    12

    New Undergraduate Fall 2025 Registration

    University Academic Calendar

    All Day

    EVENT DETAILS

    TIME Friday, September 12, 2025

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    CONTACT Office of the Registrar    nu-registrar@northwestern.edu EMAIL

    CALENDAR University Academic Calendar

  • Sep
    15

    Welcome & Luncheon for New Full-time Graduate Students

    McCormick School of Engineering and Applied Science

    11:00 AM Ryan Auditorium & Tech East Plaza, Technological Institute

    EVENT DETAILS

    TIME Monday, September 15, 2025 at 11:00 AM - 12:30 PM

    LOCATION Ryan Auditorium & Tech East Plaza, Technological Institute    map it

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    CONTACT Andi Joppie    andi.joppie@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Sep
    16

    Fall Classes Begin. Change of Registration (Drop/Add) Late registration for returning students begins

    University Academic Calendar

    All Day

    EVENT DETAILS

    TIME Tuesday, September 16, 2025

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    CONTACT Office of the Registrar    nu-registrar@northwestern.edu EMAIL

    CALENDAR University Academic Calendar

  • Sep
    25

    Bagel Thursday

    Department of Computer Science (CS)

    9:00 AM

    EVENT DETAILS

    TIME Thursday, September 25, 2025 at 9:00 AM - 11:00 AM

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    CONTACT Wynante R Charles    wynante.charles@northwestern.edu EMAIL

    CALENDAR Department of Computer Science (CS)