Edoardo M Airoldi

Edoardo M Airoldi

Harvard University

H-index: 51

North America-United States

About Edoardo M Airoldi

Edoardo M Airoldi, With an exceptional h-index of 51 and a recent h-index of 41 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Statistics, Causal Inference, Network Science, Statistical Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Independent-set design of experiments for estimating treatment and spillover effects under network interference

On the admissibility of Horvitz-Thompson estimator for estimating causal effects under network interference

Estimating causal effects under network interference with Bayesian generalized propensity scores

INAUGURAL ARTICLE by a Recently Elected Academy Member: Estimating the total treatment effect in randomized experiments with unknown network structure

Wrapped distributions on homogeneous Riemannian manifolds

Optimizing randomized and deterministic saturation designs under interference

The proximal Robbins-Monro method

Identification and estimation of treatment and interference effects in observational studies on networks

Edoardo M Airoldi Information

University

Harvard University

Position

Professor of Statistics & Data Science Temple University & PI

Citations(all)

41700

Citations(since 2020)

22654

Cited By

26389

hIndex(all)

51

hIndex(since 2020)

41

i10Index(all)

109

i10Index(since 2020)

78

Email

University Profile Page

Harvard University

Edoardo M Airoldi Skills & Research Interests

Statistics

Causal Inference

Network Science

Statistical Machine Learning

Artificial Intelligence

Top articles of Edoardo M Airoldi

Title

Journal

Author(s)

Publication Date

Independent-set design of experiments for estimating treatment and spillover effects under network interference

arXiv preprint arXiv:2312.04026

Chencheng Cai

Xu Zhang

Edoardo M Airoldi

2023/12/7

On the admissibility of Horvitz-Thompson estimator for estimating causal effects under network interference

arXiv preprint arXiv:2312.01234

Vishesh Karwa

Edoardo M Airoldi

2023/12/2

Estimating causal effects under network interference with Bayesian generalized propensity scores

Journal of Machine Learning Research

Laura Forastiere

Fabrizia Mealli

Albert Wu

Edoardo M Airoldi

2022

INAUGURAL ARTICLE by a Recently Elected Academy Member: Estimating the total treatment effect in randomized experiments with unknown network structure

Proceedings of the National Academy of Sciences of the United States of America

Tori M Hoehler

Dylan J Mankel

Peter R Girguis

Thomas M McCollom

Nancy Y Kiang

...

2023/6/6

Wrapped distributions on homogeneous Riemannian manifolds

arXiv preprint arXiv:2204.09790

Fernando Galaz-Garcia

Marios Papamichalis

Kathryn Turnbull

Simon Lunagomez

Edoardo Airoldi

2022/4/20

Optimizing randomized and deterministic saturation designs under interference

arXiv preprint arXiv:2203.09682

Chencheng Cai

Jean Pouget-Abadie

Edoardo M Airoldi

2022/3/18

The proximal Robbins-Monro method

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Panos Toulis

Thibaut Horel

Edoardo M Airoldi

2021/2/15

Identification and estimation of treatment and interference effects in observational studies on networks

Journal of the American Statistical Association

Laura Forastiere

Edoardo M Airoldi

Fabrizia Mealli

2021/4/3

Impact of academic interaction networks on grades and jobs: Evidence from four-year university trajectories

Tuan Phan

Dan Ding

Prasanta Bhattacharya

Edoardo Airoldi

2021/7/12

Estimating the conditional response time to a request for confidential data

2021/4/6

Estimating causal effects when treatments are entangled by network dynamics

Panos Toulis

Alexander Volfovsky

Edoardo M Airoldi

2021/3/20

Intersection of the web-based vaping narrative with COVID-19: A topic modeling study

Journal of Medical Internet Research

Kamila Janmohamed

Abdul-Nasah Soale

Laura Forastiere

Weiming Tang

Yongjie Sha

...

2020/10/30

Causal inference with bipartite designs

arXiv preprint

Nick Doudchenko

Minzhengxiong Zhang

Evgeni Drynkin

Edoardo Airoldi

Vahab Mirrokni

...

2020/10/5

Stacking models for nearly optimal link prediction in complex networks

Proceedings of the National Academy of Sciences

Amir Ghasemian

Homa Hosseinmardi

Aram Galstyan

Edoardo M Airoldi

Aaron Clauset

2020/9/22

Nonstandard conditionally specified models for nonignorable missing data

Proceedings of the National Academy of Sciences

Alexander M Franks

Edoardo M Airoldi

Donald B Rubin

2020/8/11

Machine learning model for estimating confidential information response

2020/2/11

See List of Professors in Edoardo M Airoldi University(Harvard University)

Edoardo M Airoldi FAQs

What is Edoardo M Airoldi's h-index at Harvard University?

The h-index of Edoardo M Airoldi has been 41 since 2020 and 51 in total.

What are Edoardo M Airoldi's top articles?

The articles with the titles of

Independent-set design of experiments for estimating treatment and spillover effects under network interference

On the admissibility of Horvitz-Thompson estimator for estimating causal effects under network interference

Estimating causal effects under network interference with Bayesian generalized propensity scores

INAUGURAL ARTICLE by a Recently Elected Academy Member: Estimating the total treatment effect in randomized experiments with unknown network structure

Wrapped distributions on homogeneous Riemannian manifolds

Optimizing randomized and deterministic saturation designs under interference

The proximal Robbins-Monro method

Identification and estimation of treatment and interference effects in observational studies on networks

...

are the top articles of Edoardo M Airoldi at Harvard University.

What are Edoardo M Airoldi's research interests?

The research interests of Edoardo M Airoldi are: Statistics, Causal Inference, Network Science, Statistical Machine Learning, Artificial Intelligence

What is Edoardo M Airoldi's total number of citations?

Edoardo M Airoldi has 41,700 citations in total.

What are the co-authors of Edoardo M Airoldi?

The co-authors of Edoardo M Airoldi are David Botstein, Eric Xing, David Blei, Olga Troyanskaya, Bradley Malin, Eric Wang.

Co-Authors

H-index: 190
David Botstein

David Botstein

Princeton University

H-index: 114
Eric Xing

Eric Xing

Carnegie Mellon University

H-index: 106
David Blei

David Blei

Columbia University in the City of New York

H-index: 72
Olga Troyanskaya

Olga Troyanskaya

Princeton University

H-index: 56
Bradley Malin

Bradley Malin

Vanderbilt University

H-index: 36
Eric Wang

Eric Wang

University of Florida

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