18 citations · 54 across the 14 of their papers we have counts for
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stat.ML2020★ 5 cited
Sparsity-Agnostic Lasso Bandit
Min-hwan Oh, Garud Iyengar, Assaf Zeevi
We consider a stochastic contextual bandit problem where the dimension of the feature vectors is potentially large, however, only a sparse subset of features of cardinality $s_…
cs.LG2020
Sequential Anomaly Detection using Inverse Reinforcement Learning
Min-hwan Oh, Garud Iyengar
One of the most interesting application scenarios in anomaly detection is when sequential data are targeted. For example, in a safety-critical environment, it is crucial to have an…