Adel Daoud

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Abductive Reasoning

Policy Evaluation

Causal Inference

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Kazuki Sakamoto, Connor T. Jerzak, Adel Daoud
Planetary Causal Inference: Implications for the Geography of Poverty. CoRR (2024)
Sourabh Balgi, Adel Daoud, José M. Peña, Geoffrey T. Wodtke, Jesse Zhou
Deep Learning With DAGs. CoRR (2024)
Nicolas Audinet de Pieuchon, Adel Daoud, Connor Thomas Jerzak, Moa Johansson, Richard Johansson
Can Large Language Models (or Humans) Distill Text? CoRR (2024)
Mohammad Kakooei, Adel Daoud
Increasing the Confidence of Predictive Uncertainty: Earth Observations and Deep Learning for Poverty Estimation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Connor Thomas Jerzak, Fredrik Daniel Johansson, Adel Daoud
Image-based Treatment Effect Heterogeneity. CLeaR (2023)
Connor T. Jerzak, Adel Daoud
CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images. CoRR (2023)
Markus B. Pettersson, Mohammad Kakooei, Julia Ortheden, Fredrik D. Johansson, Adel Daoud
Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa. IJCAI (2023)
Connor T. Jerzak, Fredrik D. Johansson, Adel Daoud
Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities. CoRR (2023)
Adel Daoud, Connor T. Jerzak, Richard Johansson
Conceptualizing Treatment Leakage in Text-based Causal Inference. CoRR (2022)
Connor T. Jerzak, Fredrik Johansson, Adel Daoud
Estimating Causal Effects Under Image Confounding Bias with an Application to Poverty in Africa. CoRR (2022)
Sourabh Balgi, José M. Peña, Adel Daoud
ρ-GNF : A Novel Sensitivity Analysis Approach Under Unobserved Confounders. CoRR (2022)
Adel Daoud, Felipe Jordan, Makkunda Sharma, Fredrik D. Johansson, Devdatt P. Dubhashi, Sourabh Bikash Paul, Subhashis Banerjee
Using satellites and artificial intelligence to measure health and material-living standards in India. CoRR (2022)
Sourabh Balgi, José M. Peña, Adel Daoud
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows. AAAI (2022)
Mahdi Bounouni, Louiza Bouallouche-Medjkoune, Abderrahmane Beraza, Adel Daoud
Eliminating Selective Dropping Attack in Mobile Ad Hoc Network. Wirel. Pers. Commun. 123 (4) (2022)
Sourabh Balgi, Jose M. Peña, Adel Daoud
Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows. CoRR (2022)
Sourabh Balgi, Jose M. Peña, Adel Daoud
Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows. CoRR (2022)
Adel Daoud, Connor T. Jerzak, Richard Johansson
Conceptualizing Treatment Leakage in Text-based Causal Inference. NAACL-HLT (2022)
Connor T. Jerzak, Fredrik Johansson, Adel Daoud
Image-based Treatment Effect Heterogeneity. CoRR (2022)
Adel Daoud, Devdatt P. Dubhashi
Statistical modeling: the three cultures. CoRR (2020)
Adel Daoud, Anders Herlitz, S. V. Subramanian
Combining distributive ethics and causal Inference to make trade-offs between austerity and population health. CoRR (2020)
Joakim Åkerström, Adel Daoud, Richard Johansson
Natural Language Processing in Policy Evaluation: Extracting Policy Conditions from IMF Loan Agreements. NODALIDA (2019)