The Ladder: A Reliable Leaderboard for Machine Learning Competitions

16 Feb 2015Avrim BlumMoritz Hardt

The organizer of a machine learning competition faces the problem of maintaining an accurate leaderboard that faithfully represents the quality of the best submission of each competing team. What makes this estimation problem particularly challenging is its sequential and adaptive nature... (read more)

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