5.2k citations · 7.8k across the 38 of their papers we have counts for
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stat.ML2015★ 158 cited
Unifying distillation and privileged information
David Lopez-Paz, Léon Bottou, Bernhard Schölkopf +1
Distillation (Hinton et al., 2015) and privileged information (Vapnik & Izmailov, 2015) are two techniques that enable machines to learn from other machines. This paper unifies the…
stat.ML2015
No Regret Bound for Extreme Bandits
Robert Nishihara, David Lopez-Paz, Léon Bottou
Algorithms for hyperparameter optimization abound, all of which work well under different and often unverifiable assumptions. Motivated by the general challenge of sequentially cho…