Amin Mansouri

1. Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
   2025/04/07 by Anja Surina, Surina, Anja, Amin Mansouri +11 · 1 voice · 12 citations
   #cs.AI #cs.LG #cs.NE
2. Multi-Domain Causal Representation Learning via Weak Distributional Invariances
   2023/10/04 by Kartik Ahuja, Amin Mansouri, Ahuja, Kartik +3 · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. On Provable Length and Compositional Generalization
   2024/02/07 by Kartik Ahuja, Ahuja, Kartik, Amin Mansouri +1 · 3 citations
   Computer Science · Decision Sciences · #Advanced Algebra and Logic #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy and Soft Set Theory #Geochemistry and Geologic Mapping #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Reusable Slotwise Mechanisms
   2023/02/21 by Trang Nguyen, Nguyen, Trang, Amin Mansouri +11 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications