18 citations · 20 across the 22 of their papers we have counts for
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stat.ML2020★ 18 cited
Optimal Best-arm Identification in Linear Bandits
Yassir Jedra, Alexandre Proutiere
We study the problem of best-arm identification with fixed confidence in stochastic linear bandits. The objective is to identify the best arm with a given level of certainty while…
math.ST2020
Finite-time Identification of Stable Linear Systems: Optimality of the Least-Squares Estimator
Yassir Jedra, Alexandre Proutiere
We present a new finite-time analysis of the estimation error of the Ordinary Least Squares (OLS) estimator for stable linear time-invariant systems. We characterize the number of…