Adel Daoud

Adel Daoud

Harvard University

H-index: 22

North America-United States

About Adel Daoud

Adel Daoud, With an exceptional h-index of 22 and a recent h-index of 19 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Global development, causality, machine learning, earth observation, computational social science.

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

Can Large Language Models (or Humans) Distill Text?

The impact of austerity on children: Uncovering effect heterogeneity by political, economic, and family factors in low-and middle-income countries

Deep Learning With DAGs

Increasing the confidence of predictive uncertainty: earth observations and deep learning for poverty estimation

Image-based Treatment Effect Heterogeneity

Using satellite images and deep learning to measure health and living standards in india

Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa

Abundance

Adel Daoud Information

University

Position

The Alan Turing Institute Universtity of Gothenburg

Citations(all)

1259

Citations(since 2020)

947

Cited By

625

hIndex(all)

22

hIndex(since 2020)

19

i10Index(all)

32

i10Index(since 2020)

30

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Adel Daoud Skills & Research Interests

Global development

causality

machine learning

earth observation

computational social science

Top articles of Adel Daoud

Title

Journal

Author(s)

Publication Date

Can Large Language Models (or Humans) Distill Text?

arXiv preprint arXiv:2403.16584

Nicolas Audinet de Pieuchon

Adel Daoud

Connor Thomas Jerzak

Moa Johansson

Richard Johansson

2024/3/25

The impact of austerity on children: Uncovering effect heterogeneity by political, economic, and family factors in low-and middle-income countries

Social Science Research

Adel Daoud

Fredrik D Johansson

2024/2/1

Deep Learning With DAGs

arXiv preprint arXiv:2401.06864

Sourabh Balgi

Adel Daoud

Jose M Pena

Geoffrey T Wodtke

Jesse Zhou

2024/1/12

Increasing the confidence of predictive uncertainty: earth observations and deep learning for poverty estimation

IEEE Transactions on Geoscience and Remote Sensing

Mohammad Kakooei

Adel Daoud

2024/4/23

Image-based Treatment Effect Heterogeneity

Connor T Jerzak

Fredrik Johansson

Adel Daoud

2023/5

Using satellite images and deep learning to measure health and living standards in india

Social Indicators Research

Adel Daoud

Felipe Jordán

Makkunda Sharma

Fredrik Johansson

Devdatt Dubhashi

...

2023/6

Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa

Markus B Pettersson

Mohammad Kakooei

Julia Ortheden

Fredrik D Johansson

Adel Daoud

2023/8

Abundance

Geof H Givens

Mads Peter Heide-Jørgensen

2021/1/1

Uncovering heterogeneous associations between disaster-related trauma and subsequent functional limitations: a machine-learning approach

American journal of epidemiology

Koichiro Shiba

Adel Daoud

Hiroyuki Hikichi

Aki Yazawa

Jun Aida

...

2023/2

Integrating earth observation data into causal inference: challenges and opportunities

Connor T Jerzak

Fredrik Johansson

Adel Daoud

2023/1/30

Towards Sensitivity Analysis: A Workflow

Cheng Lin

Sourabh Balgi

Jose Pena

Adel Daoud

2023/11/22

A theory of famines—A response

Adel Daoud

2023

CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images

arXiv preprint arXiv:2310.00233

Connor T Jerzak

Adel Daoud

2023/9/30

Using satellites and artificial intelligence to measure health and material-living standards in India

Adel Daoud

Felipe Jordan

Makkunda Sharma

Fredrik Johansson

Devdatt Dubhashi

...

2022/1

Estimating causal effects under image confounding bias with an application to poverty in Africa

arXiv preprint arXiv:2206.06410

Connor T Jerzak

Fredrik Johansson

Adel Daoud

2022/6/13

To What Extent Do Disadvantaged Neighborhoods Mediate Social Assistance Dependency? Evidence from Sweden

arXiv preprint arXiv:2206.04773

Cheng Lin

Adel Daoud

Maria Branden

2022/6/9

-GNF : A Novel Sensitivity Analysis Approach Under Unobserved Confounders

arXiv preprint arXiv:2209.07111

Sourabh Balgi

Jose M Peña

Adel Daoud

2022/9/15

Uncovering heterogeneous associations of disaster‐related traumatic experiences with subsequent mental health problems: A machine learning approach

Psychiatry and clinical neurosciences

Koichiro Shiba

Adel Daoud

Shiho Kino

Daisuke Nishi

Katsunori Kondo

...

2022/4

IMF fairness: Calibrating the policies of the International Monetary Fund based on distributive justice

World Development

Adel Daoud

Anders Herlitz

SV Subramanian

2022/9/1

Counterfactual analysis of the impact of the imf program on child poverty in the global-south region using causal-graphical normalizing flows

arXiv preprint arXiv:2202.09391

Sourabh Balgi

Jose M Peña

Adel Daoud

2022/2/17

See List of Professors in Adel Daoud University(Harvard University)

Co-Authors

H-index: 76
Bo Rothstein

Bo Rothstein

Göteborgs universitet

H-index: 42
Ninez Ponce

Ninez Ponce

University of California, Los Angeles

H-index: 30
Bjorn  Hallerod

Bjorn Hallerod

Göteborgs universitet

H-index: 26
Shailen Nandy

Shailen Nandy

Cardiff University

H-index: 23
Bernhard Reinsberg

Bernhard Reinsberg

University of Glasgow

H-index: 22
Riti Shimkhada

Riti Shimkhada

University of California, Los Angeles

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