255 citations · 2.4k across the 127 of their papers we have counts for
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stat.ML2017★ 56 cited
Bandits with Delayed, Aggregated Anonymous Feedback
Ciara Pike-Burke, Shipra Agrawal, Csaba Szepesvari +1
We study a variant of the stochastic -armed bandit problem, which we call "bandits with delayed, aggregated anonymous feedback". In this problem, when the player pulls an arm, a…
stat.ML2017★ 2 cited
An a Priori Exponential Tail Bound for k-Folds Cross-Validation
Karim Abou-Moustafa, Csaba Szepesvari
We consider a priori generalization bounds developed in terms of cross-validation estimates and the stability of learners. In particular, we first derive an exponential Efron-Stein…