791 citations · 2.5k across the 58 of their papers we have counts for
3 papers · 2 filters
Model-assisted design of experiments in the presence of network correlated outcomes
Guillaume W. Basse, Edoardo M. Airoldi
We consider the problem of how to assign treatment in a randomized experiment, in which the correlation among the outcomes is informed by a network available pre-intervention. Work…
Towards stability and optimality in stochastic gradient descent
Panos Toulis, Dustin Tran, Edoardo M. Airoldi
Iterative procedures for parameter estimation based on stochastic gradient descent allow the estimation to scale to massive data sets. However, in both theory and practice, they su…
Causal inference for ordinal outcomes
Alexander Volfovsky, Edoardo M. Airoldi, Donald B. Rubin
Many outcomes of interest in the social and health sciences, as well as in modern applications in computational social science and experimentation on social media platforms, are or…