Alexander Volfovsky

发表

Collapsing-Fast-Large-Almost-Matching-Exactly: A Matching Method for Causal Inference pdf

Cynthia Rudin, Sudeepa Roy, Awa Dieng, 2018, ArXiv.

Almost-Exact Matching with Replacement for Causal Inference

Cynthia Rudin, Sudeepa Roy, Awa Dieng, 2018, 1806.06802.

Interpretable Matching for Causal Inference [R package FLAME version 2.0.0]

Cynthia Rudin, Sudeepa Roy, Alexander Volfovsky, 2020 .

Interpretable Almost Matching Exactly With Instrumental Variables

Cynthia Rudin, Sudeepa Roy, Yameng Liu, 2019, UAI.

Gaussian Mixture Models for Stochastic Block Models with Non-Vanishing Noise

Galen Reeves, Vaishakhi Mayya, Alexander Volfovsky, 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Interpretable Almost-Exact Matching for Causal Inference

Cynthia Rudin, Sudeepa Roy, Awa Dieng, 2019, AISTATS.

HIERARCHICAL ARRAY PRIORS FOR ANOVA DECOMPOSITIONS OF CROSS-CLASSIFIED DATA.

Alexander Volfovsky, Peter D Hoff, A. Volfovsky, 2012, The annals of applied statistics.

Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation pdf

Cynthia Rudin, Sudeepa Roy, Alexander Volfovsky, 2020, UAI.

dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference pdf

Cynthia Rudin, Xian Sun, Sudeepa Roy, 2021, ArXiv.

Principled Imputation Made Simple: Multiple Imputation Using Gaussian Copulas

Michael D. Ward, Alexander Volfovsky, Florian M. Hollenbach, 2014 .

FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference pdf

Cynthia Rudin, Tianyu Wang, Sudeepa Roy, 2017, J. Mach. Learn. Res..

Likelihood-based Inference for Partially Observed Epidemics on Dynamic Networks

Alexander Volfovsky, Jason Xu, Fan Bu, 2019 .

Multiple Imputation Using Gaussian Copulas

Michael D. Ward, Alexander Volfovsky, Nils W. Metternich, 2014 .

Observational studies with unknown time of treatment

Edoardo M. Airoldi, Alexander Volfovsky, Guillaume W. Basse, 2016 .

The Geometry of Community Detection via the MMSE Matrix

Galen Reeves, Vaishakhi Mayya, Alexander Volfovsky, 2019, 2019 IEEE International Symposium on Information Theory (ISIT).

MALTS: Matching After Learning to Stretch

Cynthia Rudin, Alexander Volfovsky, Harsh Parikh, 2018, J. Mach. Learn. Res..

Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference

Cynthia Rudin, Sudeepa Roy, Alexander Volfovsky, 2020, AISTATS.

SMOGS: Social Network Metrics of Game Success

Fan Bu, Alexander Volfovsky, Katherine Heller, 2018, AISTATS.

Density Regression with Bayesian Additive Regression Trees

Alexander Volfovsky, Jared Murray, Vittorio Orlandi, 2021, 2112.12259.

Likelihood-based inference for partially observed stochastic epidemics with individual heterogeneity

Jason Xu, Alexander Volfovsky, Allison E. Aiello, 2021, 2112.07892.

Latent Community Adaptive Network Regression

Alexander Volfovsky, Heather Mathews, A. Volfovsky, 2021, 2112.06097.

Author Clustering and Topic Estimation for Short Texts pdf

Alexander Volfovsky, Graham Tierney, Christopher Bail, 2021, ArXiv.

Propensity score methodology in the presence of network entanglement between treatments

Edoardo M. Airoldi, Alexander Volfovsky, Panos Toulis, 2018, 1801.07310.

Characterization of Finite Group Invariant Distributions

Edoardo M. Airoldi, Alexander Volfovsky, E. Airoldi, 2014 .

Causal inference for ordinal outcomes

Edoardo M. Airoldi, Donald B. Rubin, Alexander Volfovsky, 2015 .

Designs for estimating the treatment effect in networks with interference

Ravi Jagadeesan, Alexander Volfovsky, Natesh Pillai, 2017, The Annals of Statistics.

Interpretable Almost-Exact Matching for Causal Inference Supplementary Material

Cynthia Rudin, Sudeepa Roy, Alexander Volfovsky, 2019 .

Exposure to Opposing Views can Increase Political Polarization: Evidence from a Large-Scale Field Experiment on Social Media

Haohan Chen, Alexander Volfovsky, Taylor W. Brown, 2018 .

Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017

Deen Freelon, Alexander Volfovsky, Brian M. Guay, 2019, Proceedings of the National Academy of Sciences.

2 A ug 2 01 4 CHARACTERIZATION OF FINITE GROUP INVARIANT DISTRIBUTIONS

Alexander Volfovsky, Edoardo Airoldi, E. Airoldi, 2014 .