56 citations · 129 across the 9 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…
math.ST2017★ 6 cited
Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces
Stephen Page, Steffen Grünewälder
We study kernel least-squares estimation under a norm constraint. This form of regularisation is known as Ivanov regularisation and it provides better control of the norm of the es…
math.ST2017★ 8 cited
Approximations of the Restless Bandit Problem
Steffen Grunewalder, Azadeh Khaleghi
The multi-armed restless bandit problem is studied in the case where the pay-off distributions are stationary -mixing. This version of the problem provides a more realistic mode…