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SCS Researchers Top Leaderboard in DARPA AutoML Evaluations - Machine Learning - CMU

Researchers led by   Saswati Ray , a senior analysis analyst within the Faculty of Pc Science’s   Auton Lab , have as soon as once more acquired prime scores amongst groups taking part within the Protection Superior Analysis Undertaking Company’s program for constructing automated machine studying (AutoML) methods. The   Data-Driven Discovery of Models (D3M) program seeks to automate the method of constructing predictive fashions for complicated methods, with the aim of dashing scientific discovery by enabling material specialists to construct fashions with little or no assist from information scientists. Greater than 10 groups, most from educational facilities, take part. 4 or 5 occasions every year, DARPA evaluates every group’s algorithm for constructing this AutoML pipeline by making use of it to a number of beforehand unseen issues. Over the past two years, Ray’s algorithms have persistently outscored all others in these exams, despite the fact that her code is shared with the opp