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Publications in VIVO

Meyer, François Georges

Professor

Positions

Research Areas research areas

Research

research overview

  • My research area is in the realm of computational methods for data analytics. I use spectral graph theory, computational harmonic analysis, applied probability, and machine learning to design algorithms for extracting information from complex datasets.

keywords

  • Graph theory, statistical network analysis, machine learning

Publications

selected publications

Teaching

courses taught

  • APPM 3170 - Discrete Applied Mathematics
    Primary Instructor - Fall 2019 / Fall 2021 / Fall 2022
    Introduces students to ideas and techniques from discrete mathematics that are widely used in science and engineering. Mathematical definitions and proofs are emphasized. Topics include formal logic notation, proof methods; set theory, relations; induction, well-ordering; algorithms, growth of functions and complexity; integer congruences; basic and advanced counting techniques, recurrences and elementary graph theory. Other selected topics may also be covered.
  • APPM 4515 - High-Dimensional Probability for Data Science
    Primary Instructor - Fall 2020 / Fall 2022 / Fall 2024
    Provides students with an exposition of the most recent methods of high-dimensional probability for the analysis of high dimensional datasets. Applications include randomized algorithms and high-dimensional random models of datasets. Same as APPM 5515.
  • APPM 4720 - Open Topics in Applied Mathematics
    Primary Instructor - Fall 2019
    Provides a vehicle for the development and presentation of new topics that may be incorporated into the core courses in applied mathematics. Department enforced prerequisite: variable, depending on the topic, see instructor. May be repeated up to 15 total credit hours. Same as APPM 5720.
  • APPM 5440 - Applied Analysis 1
    Primary Instructor - Fall 2023 / Fall 2024
    Discusses the elements of basic real and complex analysis, Banach spaces, Lp spaces and many relevant inequalities. Includes applications of existence and uniqueness of solutions to various types of ordinary differential equations, partial differential equations, and integral equations. Department enforced prerequisites: APPM 4440 and APPM 4450.
  • APPM 5450 - Applied Analysis 2
    Primary Instructor - Spring 2024
    Continuation of APPM 5440. Department enforced prerequisite: APPM 5440.
  • ... more

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