Browsing by Author "Knofczynski, Jared"

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A Multi-Task Weak Supervision Framework for Internet Measurements

Knofczynski, Jared (University of Oregon, 2021)

The ability of machine learning (ML) systems to learn and identify patterns in data is of growing importance to researchers in all fields, especially in the domain of Internet measurements. As our reliance on the Internet ...
Applications of Machine Learning for Networking Research

Knofczynski, Jared (University of Oregon, 2022-02)

The application of machine learning (ML) to mitigate network-related problems continues to pose significant challenges for researchers and operators alike. For one, there is a general lack of labeled training data in ...