885 citations · 2.4k across the 41 of their papers we have counts for
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Report-Sensitive Spot-Checking in Peer-Grading Systems
Hedayat Zarkoob, Hu Fu, Kevin Leyton-Brown
Peer grading systems make large courses more scalable, provide students with faster and more detailed feedback, and help students to learn by thinking critically about the work of…
Fiduciary Bandits
Gal Bahar, Omer Ben-Porat, Kevin Leyton-Brown +1
Recommendation systems often face exploration-exploitation tradeoffs: the system can only learn about the desirability of new options by recommending them to some user. Such system…
Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration
Robert Kleinberg, Kevin Leyton-Brown, Brendan Lucier +1
Algorithm configuration methods optimize the performance of a parameterized heuristic algorithm on a given distribution of problem instances. Recent work introduced an algorithm co…