108 citations · 282 across the 17 of their papers we have counts for
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cs.LG2017★ 2 cited
Learning to Use Learners' Advice
Adish Singla, Hamed Hassani, Andreas Krause
In this paper, we study a variant of the framework of online learning using expert advice with limited/bandit feedback. We consider each expert as a learning entity, seeking to mor…
cs.LG2016★ 6 cited
Near-optimal Bayesian Active Learning with Correlated and Noisy Tests
Yuxin Chen, S. Hamed Hassani, Andreas Krause
We consider the Bayesian active learning and experimental design problem, where the goal is to learn the value of some unknown target variable through a sequence of informative, no…