488 citations · 3k across the 119 of their papers we have counts for
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math.ST2008★ 183 cited
On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems
Aurélien Garivier, Eric Moulines
Multi-armed bandit problems are considered as a paradigm of the trade-off between exploring the environment to find profitable actions and exploiting what is already known. In the…
stat.ML2008★ 55 cited
Testing for Homogeneity with Kernel Fisher Discriminant Analysis
Zaid Harchaoui, Francis Bach, Eric Moulines
We propose to investigate test statistics for testing homogeneity in reproducing kernel Hilbert spaces. Asymptotic null distributions under null hypothesis are derived, and consist…
math.ST2008★ 1 cited
Estimators of Long-Memory: Fourier versus Wavelets
Gilles Fay, Eric Moulines, François Roueff +1
There have been a number of papers written on semi-parametric estimation methods of the long-memory exponent of a time series, some applied, others theoretical. Some using Fourier…