Randomization tests under endogeneous and staggered adoption of treatment
with Shaikh, A.
Randomization tests of spillover effects in exogenous link formation experiments
with Basse, G.; Feller A.; Ding, P.
On clustering similarity with application to causal inference with the propensity score
with Volfovsky, A.
Propensity score methodology in the presence of network entanglement between treatments
with Volfovsky, A.; Airoldi, EM. ( arxiv pdf)
Causal inference under partially revealed interference
with Airoldi, EM.; Rubin, DB.
Dynamical systems theory for causal inference with application
to synthetic controls
with Ding, Yi. (submitted, arxiv pdf)
Statistical machine learning/stochastic gradients
Stable Robbins-Monro approximations through stochastic proximal updates
with Horel, T.; Airoldi, EM. (submitted, arxiv pdf, Winner of IBM 2018 award)
Statistical inference and testing at scale with stochastic gradient-based estimators
with Chee, J.
Estimation of large-scale dynamic discrete choice models
with Junhyung Kim, L.; Misra, S.
Mechanism design/game theory
Screening with tournaments
with Parkes, DC. ( pdf)