Daoud, Adel

7 publications

CLeaR 2025 Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs Fucheng Warren Zhu, Connor Thomas Jerzak, Adel Daoud

PGM 2024 $ρ$-GNF: A Copula-Based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows Sourabh Balgi, Jose M. Peña, Adel Daoud

PGM 2024 Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows Sourabh Balgi, Jose M. Peña, Adel Daoud

NeurIPSW 2024 Pilot Analysis for: Learning to Encode Multi-Level Dynamics in Effect Heterogeneity Estimation Fucheng Warren Zhu, Connor Thomas Jerzak, Adel Daoud

CLeaR 2023 Image-Based Treatment Effect Heterogeneity Connor Thomas Jerzak, Fredrik Daniel Johansson, Adel Daoud

IJCAI 2023 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

AAAI 2022 Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows Sourabh Balgi, José M. Peña, Adel Daoud