Aloui, Ahmed

6 publications

TMLR 2025 An Information-Theoretic Lower Bound on the Generalization Error of Autoencoders Shyam Venkatasubramanian, Sean Moushegian, Ahmed Aloui, Vahid Tarokh

UAI 2025 CATE Estimation with Potential Outcome Imputation from Local Regression Ahmed Aloui, Juncheng Dong, Cat Phuoc Le, Vahid Tarokh

UAI 2025 Conditional Average Treatment Effect Estimation Under Hidden Confounders Ahmed Aloui, Juncheng Dong, Ali Hasan, Vahid Tarokh

TMLR 2025 Understanding and Robustifying Sub-Domain Alignment for Domain Adaptation Yiling Liu, Juncheng Dong, Ziyang Jiang, Ahmed Aloui, Keyu Li, Michael Hunter Klein, Vahid Tarokh, David Carlson

UAI 2024 Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks Shyam Venkatasubramanian, Ahmed Aloui, Vahid Tarokh

UAI 2023 Transfer Learning for Individual Treatment Effect Estimation Ahmed Aloui, Juncheng Dong, Cat P Le, Vahid Tarokh