EA
Edoardo M. Airoldi
stat.MEstat.MLcs.LGstat.APcs.SIphysics.soc-phmath.STstat.THq-bio.QMstat.CO
On Valency
published · living versionsW_mmxz2hwq·v1 · currentpublished
Minimax designs and estimators for causal inference under network interference
with Vishesh Karwa
1 version
Preprints & journals
104 papers in the corpus · 2007–2026Educational intervention can rewire village social networks.42875503 · Papamichalis, Marios, Forastiere, Laura, Airoldi, Edoardo M et al.2026 · 1 citationNature. 2026;659(8139):113-120
FlowSDR: Sufficient Dimension Reduction via Conditional Normalizing Flows2606.01346v1 · Yuexiao Dong, Kenichiro Mcalinn, Edoardo Airoldi et al.2026 · 0 citationsarXiv
Dynamic causal inference with time series data2602.00836v1 · Tanique Schaffe-Odeleye, Kōsaku Takanashi, Vishesh Karwa et al.2026 · 0 citationsarXiv
Transcriptome-wide mRNP condensation precedes stress granule formation and excludes new mRNAs.38659805 · Glauninger, Hendrik, Bard, Jared A M, Wong Hickernell, Caitlin J et al.2025 · 51 citationsbioRxiv : the preprint server for biology. 2025
Educational Intervention Re-Wires Social Interactions in Isolated Village Networks2506.10496v1 · Marios Papamichalis, Laura Forastiere, Edoardo M. Airoldi et al.2025 · 0 citationsarXiv
Inward and Outward Spillover Effects of One Unit's Treatment on Network Neighbors under Partial Interference2506.06615v2 · Fei Fang, Edoardo M. Airoldi, Laura Forastiere2025 · 0 citationsarXiv
Gut microbiome strain-sharing within isolated village social networks.39567691 · Beghini, Francesco, Pullman, Jackson, Alexander, Marcus et al.2024 · 51 citationsNature. 2025;637(8044):167-175
Maternal and child health intervention to promote behaviour change: a population-level cluster-randomised controlled trial in Honduras.38858139 · Oles, William, Alexander, Marcus, Negron, Rennie et al.2024 · 2 citationsBMJ open. 2024;14(6):e060784
Induction of social contagion for diverse outcomes in structured experiments in isolated villages.38696582 · Airoldi, Edoardo M, Christakis, Nicholas A2024 · 44 citationsScience (New York, N.Y.). 2024;384(6695):eadi5147
Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference2312.04026v1 · Chencheng Cai, Xu Zhang, Edoardo M. Airoldi2023 · 3 citationsarXiv
On the admissibility of Horvitz-Thompson estimator for estimating causal effects under network interference2312.01234v2 · Vishesh Karwa, Edoardo M. Airoldi2023 · 2 citationsarXiv
Comparison of Simulated Outcomes of Colorectal Cancer Surgery at the Highest-Performing vs Chosen Local Hospitals.36790809 · Finn, Caitlin B, Wirtalla, Chris, Roberts, Sanford E et al.2023 · 4 citationsJAMA network open. 2023;6(2):e2255999
Estimating the total treatment effect in randomized experiments with unknown network structure.36279463 · Yu, Christina Lee, Airoldi, Edoardo M, Borgs, Christian et al.2022 · 19 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(44):e2208975119
Wrapped Distributions on homogeneous Riemannian manifolds2204.09790v1 · Fernando Galaz-Garcia, Marios Papamichalis, Kathryn Turnbull et al.2022 · 2 citationsarXiv
Optimizing Randomized and Deterministic Saturation Designs under Interference2203.09682v1 · Chencheng Cai, Jean Pouget-Abadie, Edoardo M. Airoldi2022 · 0 citationsarXiv
Latent Space Network Modelling with Hyperbolic and Spherical Geometries2109.03343v2 · Marios Papamichalis, Kathryn Turnbull, Simon Lunagomez et al.2021 · 0 citationsarXiv
Strengthsand Limitations of Machine Learning in Surgical Care.34030853 · Kelz, Rachel R, Airoldi, Edoardo M, Keele, Luke2021 · 1 citationJournal of the American College of Surgeons. 2021;232(6):919-920
Intersection of the Web-Based Vaping Narrative With COVID-19: Topic Modeling Study.33001829 · Janmohamed, Kamila, Soale, Abdul-Nasah, Forastiere, Laura et al.2020 · 28 citationsJournal of medical Internet research. 2020;22(10):e21743
Causal inference with bipartite designs: A generalized propensity score approach2010.02108v4 · Nick Doudchenko, Minzhengxiong Zhang, Yao Zhao et al.2020 · 14 citationsarXiv
Stacking models for nearly optimal link prediction in complex networks.32887799 · Ghasemian, Amir, Hosseinmardi, Homa, Galstyan, Aram et al.2020 · 147 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(38):23393-23400
Nonstandard conditionally specified models for nonignorable missing data.32723822 · Franks, Alexander M, Airoldi, Edoardo M, Rubin, Donald B2020 · 18 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(32):19045-19053
Latent Space Modelling of Hypergraph Data1909.00472v3 · Kathryn Turnbull, Sim'on Lunag'omez, Christopher Nemeth et al.2019 · 0 citationsarXiv
The Structure of Negative Social Ties in Rural Village Networks.32704522 · Isakov, Alexander, Fowler, James H, Airoldi, Edoardo M et al.2020 · 91 citationsSociological science. 2019;6:197-218
Evaluating and Optimizing Network Sampling Designs: Decision Theory and Information Theory Perspectives1811.07829v4 · Sim'on Lunag'omez, Marios Papamichalis, Patrick J. Wolfe et al.2018 · 1 citationarXiv
Cyclic motifs in the Sardex monetary network.31558815 · Iosifidis, George, Charette, Yanick, Airoldi, Edoardo M et al.2019 · 33 citationsNature human behaviour. 2018;2(11):822-829
A systematic investigation of classical causal inference strategies under mis-specification due to network interference1810.08259v1 · Vishesh Karwa, Edoardo M. Airoldi2018 · 11 citationsarXiv
Quantifying Homologous Proteins and Proteoforms.30282776 · Malioutov, Dmitry, Chen, Tianchi, Airoldi, Edoardo et al.2019 · 21 citationsMolecular & cellular proteomics : MCP. 2019;18(1):162-168
REFINING CELLULAR PATHWAY MODELS USING AN ENSEMBLE OF HETEROGENEOUS DATA SOURCES.36506698 · Franks, Alexander M, Markowetz, Florian, Airoldi, Edoardo M2025 · 3 citationsThe annals of applied statistics. 2018;12(3):1361-1384
Estimating Causal Effects Under Interference Using Bayesian Generalized Propensity Scores1807.11038v1 · Laura Forastiere, Fabrizia Mealli, Albert Wu et al.2018 · 13 citationsarXiv
Optimizing cluster-based randomized experiments under a monotonicity assumption1803.02876v1 · Jean Pouget-Abadie, David C. Parkes, Vahab Mirrokni et al.2018 · 0 citationsarXiv
Defining the Essential Function of Yeast Hsf1 Reveals a Compact Transcriptional Program for Maintaining Eukaryotic Proteostasis.29395071 · Solís, Eric J, Pandey, Jai P, Zheng, Xu et al.2022 · 133 citationsMolecular cell. 2018;69(3):534
Propensity score methodology in the presence of network entanglement between treatments1801.07310v1 · Panos Toulis, Alexander Volfovsky, Edoardo M. Airoldi2018 · 7 citationsarXiv
Limitations of design-based causal inference and A/B testing under arbitrary and network interference1705.05752v1 · Guillaume Basse, Edoardo Airoldi2017 · 36 citationsarXiv
Post-transcriptional regulation across human tissues.28481885 · Franks, Alexander, Airoldi, Edoardo, Slavov, Nikolai2017 · 220 citationsPLoS computational biology. 2017;13(5):e1005535
Testing for arbitrary interference on experimentation platforms1704.01190v4 · Jean Pouget-Abadie, Martin Saveski, Guillaume Saint-Jacques et al.2017 · 32 citationsarXiv
Elements of estimation theory for causal effects in the presence of network interference1702.03578v1 · Daniel L. Sussman, Edoardo M. Airoldi2017 · 21 citationsarXiv
SLANTS: Sequential Adaptive Nonlinear Modeling of Vector Time Series1610.02725v2 · Qiuyi Han, Jie Ding, Edoardo Airoldi et al.2016 · 14 citationsarXiv
Identification and estimation of treatment and interference effects in observational studies on networks1609.06245v4 · Laura Forastiere, Edoardo M. Airoldi, Fabrizia Mealli2016 · 144 citationsarXiv
A computational approach to map nucleosome positions and alternative chromatin states with base pair resolution.27623011 · Zhou, Xu, Blocker, Alexander W, Airoldi, Edoardo M et al.2017 · 30 citationseLife. 2016;5
Defining the Essential Function of Yeast Hsf1 Reveals a Compact Transcriptional Program for Maintaining Eukaryotic Proteostasis.27320198 · Solís, Eric J, Pandey, Jai P, Zheng, Xu et al.2017 · 174 citationsMolecular cell. 2016;63(1):60-71
Steady-state and dynamic gene expression programs in Saccharomyces cerevisiae in response to variation in environmental nitrogen.26941329 · Airoldi, Edoardo M, Miller, Darach, Athanasiadou, Rodoniki et al.2017 · 35 citationsMolecular biology of the cell. 2016;27(8):1383-96
Observational studies with unknown time of treatment1601.04083v1 · Guillaume W. Basse, Alexander Volfovsky, Edoardo M. Airoldi2016 · 1 citationarXiv
Guidelines for the use and interpretation of assays for monitoring autophagy (3rd edition).26799652 · Klionsky, Daniel J, Abdelmohsen, Kotb, Abe, Akihisa et al.2016 · 5,890 citationsAutophagy. 2016;12(1):1-222
A Co-evolution Model of Network Structure and User Behavior in Online Social Networks: The Case of Network-Driven Content Generation1512.06469v2 · Prasanta Bhattacharya, Tuan Q. Phan, Xue Bai et al.2015 · 4 citationsarXiv
Differential Stoichiometry among Core Ribosomal Proteins.26565899 · Slavov, Nikolai, Semrau, Stefan, Airoldi, Edoardo et al.2016 · 208 citationsCell reports. 2015;13(5):865-73
The Proximal Robbins-Monro Method1510.00967v4 · Panos Toulis, Thibaut Horel, Edoardo M. Airoldi2015 · 14 citationsJournal of the Royal Statistical Society Series B, vol. 83(1), Feb. 2021, pp. 188-212
Stochastic gradient descent methods for estimation with large data sets1509.06459v1 · Dustin Tran, Panos Toulis, Edoardo M. Airoldi2015 · 14 citationsarXiv
Reversible, Specific, Active Aggregates of Endogenous Proteins Assemble upon Heat Stress.26359986 · Wallace, Edward W J, Kear-Scott, Jamie L, Pilipenko, Evgeny V et al.2015 · 480 citationsCell. 2015;162(6):1286-98
Model-assisted design of experiments in the presence of network correlated outcomes1507.00803v4 · Guillaume W. Basse, Edoardo M. Airoldi2015 · 53 citationsarXiv
Scalable estimation strategies based on stochastic approximations: Classical results and new insights.26139959 · Airoldi, Edoardo M, Toulis, Panos2024 · 44 citationsStatistics and computing. 2015;25(4):781-795
Career total: 251 works. 104 are in this corpus.Showing the 50 most recent.
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