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    Willie Neiswanger

    Assistant Professor of Computer Science at the University of Southern California

    Willie Neiswanger is an Assistant Professor of Computer Science at the University of Southern California (USC), working in the Viterbi School and the School of Advanced Computing.1 He specializes in machine learning, focusing on efficient optimization and experimental design in resource-limited, real-world settings.3

    Education and Career

    • PhD in Machine Learning from Carnegie Mellon University (2012-2019)3
    • Bachelor's degree in Applied Mathematics and Computer Science from Columbia University (2008-2012)3
    • Postdoctoral researcher at Stanford University (September 2020 - December 2023)3
    • Joined USC as an Assistant Professor in January 20242

    Research Interests

    Neiswanger's work spans several areas:

    • Active learning
    • Uncertainty quantification
    • Bayesian decision making
    • Reinforcement learning
    • Generative AI
    • AI for science14

    He applies these methods to solve problems in science and engineering, particularly in physical sciences and machine learning systems.1

    Achievements and Contributions

    • Develops and maintains software libraries for multilevel optimization, uncertainty quantification, AutoML, and Bayesian optimization1
    • Has worked on distributed algorithms for scalable machine learning1
    • Actively recruiting PhD students and postdocs for his new lab at USC2

    Willie Neiswanger's research aims to advance the field of machine learning and its applications in real-world scenarios, particularly where resources are limited and efficiency is crucial.

    Highlights

    Willie Neiswanger - Machine Learning at SLAC - Stanford University
    Jan 1 · openreview.net
    Willie Neiswanger | OpenReview
    Nov 15 · x.com
    Willie Neiswanger - X
    Willie Neiswanger - X
    ‪Willie Neiswanger‬ - ‪Google Scholar‬
    Willie Neiswanger

    Related Questions

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    How does Willie Neiswanger's work in machine learning impact real-world applications?
    What are the main topics Willie Neiswanger focuses on in his research?
    Can you provide examples of Willie Neiswanger's contributions to AI-for-science?
    What are the key differences between Willie Neiswanger's work at USC and his work at Stanford?
    Willie Neiswanger
    Willie Neiswanger, photo 1
    Willie Neiswanger, photo 2
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    Location

    Los Angeles, California, United States