The rapid growth of Human-in-the-Loop
               Machine Learning

                                 Robert Munro

                      Machine Learning Consulting, USA
                          robert.munro@gmail.com



    Abstract. In the last few years Human-in-the-Loop Machine Learning
    has quickly become the dominant paradigm in many industries adopting
    AI for the first time. More than 90% of machine learning applications to-
    day are powered by supervised machine learning, including autonomous
    vehicles, in-home devices, and every item you purchase on-line. There are
    thousands of professional annotators and subject matter experts fine-
    tuning each underlying model by annotating new data. This talk will
    highlight different use cases in Human-in-the-Loop Machine Learning in
    industries including finance, healthcare, entertainment, retail, and disas-
    ter response.




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