23.6k citations
- Carnegie Mellon UniversityUS49 papers
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Showing 2020 · stat.MLShow all
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stat.ML2020
Robust Outlier Arm Identification
Yinglun Zhu, Sumeet Katariya, Robert Nowak
We study the problem of Robust Outlier Arm Identification (ROAI), where the goal is to identify arms whose expected rewards deviate substantially from the majority, by adaptively s…
stat.ML2020★ 8 cited
Censored Quantile Regression Forest
Alexander Hanbo Li, Jelena Bradic
Random forests are powerful non-parametric regression method but are severely limited in their usage in the presence of randomly censored observations, and naively applied can exhi…