Aloui, Ahmed

1. Transfer Learning for Individual Treatment Effect Estimation
   2022/10/01 by Ahmed Aloui, Juncheng Dong, Aloui, Ahmed +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
2. Mode-Aware Continual Learning for Conditional Generative Adversarial Networks
   2023/05/19 by Cat P. Le, Juncheng Dong, Le, Cat P. +5 · 1 citation
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
3. Causal Mediation Analysis with Multi-dimensional and Indirectly Observed Mediators
   2023/06/13 by Ziyang Jiang, Yiling Liu, Jiang, Ziyang +13 · 1 citation
   Computer Science · Mathematics · Psychology · #Advanced Causal Inference Techniques #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics
4. Treatment Effects in Extreme Regimes
   2023/06/20 by Ahmed Aloui, Aloui, Ahmed, Ali Hasan +7 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
5. CATE Estimation With Potential Outcome Imputation From Local Regression
   2023/11/07 by Ahmed Aloui, Aloui, Ahmed, Juncheng Dong +5 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Methodology (stat.ME)
6. Teleportation With Null Space Gradient Projection for Optimization Acceleration
   2025/02/17 by Zihao Wu, Wu, Zihao, Juncheng Dong +5 · 2 citations
   Engineering · #Spacecraft Design and Technology #Satellite Communication Systems
7. Score-Based Metropolis-Hastings Algorithms
   2024/12/31 by Ahmed Aloui, Hasan Ali, Aloui, Ahmed +7 · 2 citations
   Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Model Reduction and Neural Networks