Ahmed Aloui
4 papers · 2023–2025 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Keywords
conditional average treatment effect
(2)
contrastive learning
(1)
neural network training
(1)
transfer learning
(1)
data augmentation
(1)
local regression
(1)
noise robustness
(1)
regret bound
(1)
loss function
(1)
randomized controlled trial
(1)
observational data
(1)
hidden confounder
(1)
counterfactual inference
(1)
heterogeneous treatment effect
(1)
potential outcome
(1)
individual treatment effect
(1)
hyperplane optimization
(1)
random linear projection
(1)
causal inference
(1)
potential outcome imputation
(1)
Papers
CATE Estimation With Potential Outcome Imputation From Local Regression
UAI 2025
Conditional Average Treatment Effect Estimation Under Hidden Confounders
UAI 2025
Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks
UAI 2024
Transfer learning for individual treatment effect estimation
UAI 2023