202 citations · 1k across the 46 of their papers we have counts for
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stat.ME2017★ 22 cited
Bias and high-dimensional adjustment in observational studies of peer effects
Dean Eckles, Eytan Bakshy
Peer effects, in which the behavior of an individual is affected by the behavior of their peers, are posited by multiple theories in the social sciences. Other processes can also p…
stat.ML2017
Constrained Bayesian Optimization with Noisy Experiments
Benjamin Letham, Brian Karrer, Guilherme Ottoni +1
Randomized experiments are the gold standard for evaluating the effects of changes to real-world systems. Data in these tests may be difficult to collect and outcomes may have high…