Adel Daoud - RankMe

36 papers A* 4Journal 26Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Interaction Effects: Two Logics for Studying Population Inequalities. CoRR Adel Daoud
2026	A*	`conf`	Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: "One Map, Many Trials" in Satellite-Driven Poverty Analysis. AAAI Markus B. Pettersson, Connor Thomas Jerzak, Adel Daoud
2026	J	`jnl`	Detecting and Mitigating Treatment Leakage in Text-Based Causal Inference: Distillation and Sensitivity Analysis. CoRR Adel Daoud, Richard Johansson, Connor T. Jerzak
2025	A*	`conf`	Benchmarking Debiasing Methods for LLM-based Parameter Estimates. EMNLP Nicolas Audinet de Pieuchon, Adel Daoud, Connor Thomas Jerzak, Moa Johansson, Richard Johansson
2025	J	`jnl`	Benchmarking Debiasing Methods for LLM-based Parameter Estimates. CoRR Nicolas Audinet de Pieuchon, Adel Daoud, Connor T. Jerzak, Moa Johansson, Richard Johansson
2025	J	`jnl`	Leveraging Compact Satellite Embeddings and Graph Neural Networks for Large-Scale Poverty Mapping. CoRR Markus B. Pettersson, Adel Daoud
2025	—	`conf`	Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs. CLeaR Fucheng Warren Zhu, Connor Thomas Jerzak, Adel Daoud
2025	J	`jnl`	Platonic Representations for Poverty Mapping: Unified Vision-Language Codes or Agent-Induced Novelty? CoRR Satiyabooshan Murugaboopathy, Connor T. Jerzak, Adel Daoud
2025	J	`jnl`	Sensitivity Analysis to Unobserved Confounding with Copula-based Normalizing Flows. CoRR Sourabh Balgi, Marc Braun, José M. Peña, Adel Daoud
2025	J	`jnl`	Sensitivity analysis to unobserved confounding with copula-based normalizing flows. Int. J. Approx. Reason. Sourabh Balgi, Marc Braun, José M. Peña, Adel Daoud
2024	J	`jnl`	Analyzing Poverty through Intra-Annual Time-Series: A Wavelet Transform Approach. CoRR Mohammad Kakooei, Klaudia Solska, Adel Daoud
2024	J	`jnl`	Can Large Language Models (or Humans) Distill Text? CoRR Nicolas Audinet de Pieuchon, Adel Daoud, Connor Thomas Jerzak, Moa Johansson, Richard Johansson
2024	—	`conf`	Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows. PGM Sourabh Balgi, José M. Peña, Adel Daoud
2024	J	`jnl`	Deep Learning With DAGs. CoRR Sourabh Balgi, Adel Daoud, José M. Peña, Geoffrey T. Wodtke, Jesse Zhou
2024	J	`jnl`	Encoding Multi-level Dynamics in Effect Heterogeneity Estimation. CoRR Fucheng Warren Zhu, Connor T. Jerzak, Adel Daoud
2024	J	`jnl`	Increasing the Confidence of Predictive Uncertainty: Earth Observations and Deep Learning for Poverty Estimation. IEEE Trans. Geosci. Remote. Sens. Mohammad Kakooei, Adel Daoud
2024	J	`jnl`	Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite Imagery. CoRR Mohammad Kakooei, James Bailie, Albin Söderberg, Albin Becevic, Adel Daoud
2024	J	`jnl`	Planetary Causal Inference: Implications for the Geography of Poverty. CoRR Kazuki Sakamoto, Connor T. Jerzak, Adel Daoud
2024	—	`conf`	ρ-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows. PGM Sourabh Balgi, José M. Peña, Adel Daoud
2023	J	`jnl`	CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images. CoRR Connor T. Jerzak, Adel Daoud
2023	—	`conf`	Image-based Treatment Effect Heterogeneity. CLeaR Connor Thomas Jerzak, Fredrik Daniel Johansson, Adel Daoud
2023	J	`jnl`	Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities. CoRR Connor T. Jerzak, Fredrik D. Johansson, Adel Daoud
2023	A*	`conf`	Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa. IJCAI Markus B. Pettersson, Mohammad Kakooei, Julia Ortheden, Fredrik D. Johansson, Adel Daoud
2022	—	`conf`	Conceptualizing Treatment Leakage in Text-based Causal Inference. NAACL-HLT Adel Daoud, Connor T. Jerzak, Richard Johansson
2022	J	`jnl`	Conceptualizing Treatment Leakage in Text-based Causal Inference. CoRR Adel Daoud, Connor T. Jerzak, Richard Johansson
2022	J	`jnl`	Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows. CoRR Sourabh Balgi, Jose M. Peña, Adel Daoud
2022	J	`jnl`	Eliminating Selective Dropping Attack in Mobile Ad Hoc Network. Wirel. Pers. Commun. Mahdi Bounouni, Louiza Bouallouche-Medjkoune, Abderrahmane Beraza, Adel Daoud
2022	J	`jnl`	Estimating Causal Effects Under Image Confounding Bias with an Application to Poverty in Africa. CoRR Connor T. Jerzak, Fredrik Johansson, Adel Daoud
2022	J	`jnl`	Image-based Treatment Effect Heterogeneity. CoRR Connor T. Jerzak, Fredrik Johansson, Adel Daoud
2022	A*	`conf`	Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows. AAAI Sourabh Balgi, José M. Peña, Adel Daoud
2022	J	`jnl`	Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows. CoRR Sourabh Balgi, Jose M. Peña, Adel Daoud
2022	J	`jnl`	Using satellites and artificial intelligence to measure health and material-living standards in India. CoRR Adel Daoud, Felipe Jordan, Makkunda Sharma, Fredrik D. Johansson, Devdatt P. Dubhashi, Sourabh Bikash Paul, Subhashis Banerjee
2022	J	`jnl`	ρ-GNF : A Novel Sensitivity Analysis Approach Under Unobserved Confounders. CoRR Sourabh Balgi, José M. Peña, Adel Daoud
2020	J	`jnl`	Combining distributive ethics and causal Inference to make trade-offs between austerity and population health. CoRR Adel Daoud, Anders Herlitz, S. V. Subramanian
2020	J	`jnl`	Statistical modeling: the three cultures. CoRR Adel Daoud, Devdatt P. Dubhashi
2019	—	`conf`	Natural Language Processing in Policy Evaluation: Extracting Policy Conditions from IMF Loan Agreements. NODALIDA Joakim Åkerström, Adel Daoud, Richard Johansson