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Alexander Volfovsky
Alexander Volfovsky
Potvrđena adresa e-pošte na duke.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
Exposure to opposing views on social media can increase political polarization
CA Bail, LP Argyle, TW Brown, JP Bumpus, H Chen, MBF Hunzaker, ...
Proceedings of the National Academy of Sciences 115 (37), 9216-9221, 2018
17842018
Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017
CA Bail, B Guay, E Maloney, A Combs, DS Hillygus, F Merhout, D Freelon, ...
Proceedings of the national academy of sciences 117 (1), 243-250, 2020
2232020
Designs for estimating the treatment effect in networks with interference
R Jagadeesan, NS Pillai, A Volfovsky
532020
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference
T Wang, M Morucci, MU Awan, Y Liu, S Roy, C Rudin, A Volfovsky
Journal of Machine Learning Research 22 (31), 1-41, 2021
482021
Likelihoods for fixed rank nomination networks
P Hoff, B Fosdick, A Volfovsky, K Stovel
Network Science 1 (3), 253-277, 2013
422013
Multiple imputation using Gaussian copulas
FM Hollenbach, I Bojinov, S Minhas, NW Metternich, MD Ward, ...
Sociological Methods & Research 50 (3), 1259-1283, 2021
41*2021
amen: Additive and multiplicative effects models for networks and relational data
P Hoff, B Fosdick, A Volfovsky, Y He
R package version 1 (9), 2017
38*2017
Interpretable almost-exact matching for causal inference
A Dieng, Y Liu, S Roy, C Rudin, A Volfovsky
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
32*2019
Malts: Matching after learning to stretch
H Parikh, C Rudin, A Volfovsky
Journal of Machine Learning Research 23 (240), 1-42, 2022
29*2022
Causal inference for ordinal outcomes
A Volfovsky, EM Airoldi, DB Rubin
arXiv preprint arXiv:1501.01234, 2015
252015
Likelihood-based inference for partially observed epidemics on dynamic networks
F Bu, AE Aiello, J Xu, A Volfovsky
Journal of the American Statistical Association 117 (537), 510-526, 2022
212022
The geometry of community detection via the mmse matrix
G Reeves, V Mayya, A Volfovsky
2019 IEEE international symposium on information theory (isit), 400-404, 2019
202019
Estimating causal effects when treatments are entangled by network dynamics
P Toulis, A Volfovsky, EM Airoldi
Working paper, 2021
18*2021
Reinforcement learning methods in public health
J Weltz, A Volfovsky, EB Laber
Clinical therapeutics 44 (1), 139-154, 2022
152022
Reducing political polarization in the United States with a mobile chat platform
A Combs, G Tierney, B Guay, F Merhout, CA Bail, DS Hillygus, ...
Nature human behaviour 7 (9), 1454-1461, 2023
14*2023
Effects of epileptiform activity on discharge outcome in critically ill patients in the USA: a retrospective cross-sectional study
H Parikh, K Hoffman, H Sun, SF Zafar, W Ge, J Jing, L Liu, J Sun, A Struck, ...
The Lancet Digital Health 5 (8), e495-e502, 2023
142023
Almost-matching-exactly for treatment effect estimation under network interference
U Awan, M Morucci, V Orlandi, S Roy, C Rudin, A Volfovsky
International Conference on Artificial Intelligence and Statistics, 3252-3262, 2020
142020
Adaptive hyper-box matching for interpretable individualized treatment effect estimation
M Morucci, V Orlandi, S Roy, C Rudin, A Volfovsky
Conference on Uncertainty in Artificial Intelligence, 1089-1098, 2020
132020
Testing for nodal dependence in relational data matrices
A Volfovsky, PD Hoff
Journal of the American Statistical Association 110 (511), 1037-1046, 2015
132015
Hierarchical array priors for ANOVA decompositions of cross-classified data
A Volfovsky, PD Hoff
The annals of applied statistics 8 (1), 19, 2014
13*2014
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