20 citations · 73 across the 19 of their papers we have counts for
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cs.LG2022★ 18 cited
Markovian Interference in Experiments
Vivek F. Farias, Andrew A. Li, Tianyi Peng +1
We consider experiments in dynamical systems where interventions on some experimental units impact other units through a limiting constraint (such as a limited inventory). Despite…
stat.ML2022★ 4 cited
Synthetically Controlled Bandits
Vivek Farias, Ciamac Moallemi, Tianyi Peng +1
This paper presents a new dynamic approach to experiment design in settings where, due to interference or other concerns, experimental units are coarse. `Region-split' experiments…