Adel Daoud
10 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird π Conference Polyglot (6) π Cross-Pollinator (14)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Century Club
(10)
β
The Questioner
π₯
Unstoppable
(5)
Conferences
AAAI (2)
CLEAR (2)
NAACL (2)
PGM (2)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
causal inference
(6)
prediction-powered inference
(2)
satellite imagery
(2)
statistical inference
(1)
variational inference
(1)
transfer learning
(1)
domain adaptation
(1)
sentiment analysis
(1)
text classification
(1)
parameter estimation
(1)
public policy
(1)
machine learning
(1)
label efficiency
(1)
causal effect
(1)
convolutional neural network
(1)
recurrent neural network
(1)
normalizing flow
(1)
bias mitigation
(1)
debiasing method
(1)
treatment effect estimation
(1)
Papers
Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: βOne Map, Many Trialsβ in Satellite-Driven Poverty Analysis
AAAI 2026
Benchmarking Debiasing Methods for LLM-based Parameter Estimates
EMNLP 2025
Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs
CLEAR 2025
Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows
PGM 2024
Can Large Language Models (or Humans) Disentangle Text?
NAACL 2024
$Ο$-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows
PGM 2024
Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa
IJCAI 2023
Image-based Treatment Effect Heterogeneity
CLEAR 2023
Conceptualizing Treatment Leakage in Text-based Causal Inference
NAACL 2022
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows
AAAI 2022