From Paper to Production: Advanced Machine Learning Methods in the Wild

New methods in machine learning appear every day, yet few make it beyond controlled experimental settings and into actual products. In this talk we elucidate the challenges and opportunities involved in taking advanced methods in machine learning and refining them for practical use at scale, and discuss strategies and best practices for succeeding in that goal.

Bio:

Maxwell Rebo is a machine learning researcher and developer, and multiple-time startup founder. He currently serves as Head of Research at Augustus Intelligence, a machine learning company headquartered in New York City, where he focuses on research topics such as few-shot learning and neural architecture search.

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