Mansouri, Amin

9 publications

ICLRW 2025 Algorithm Discovery with LLMs: Evolutionary Search Meets Reinforcement Learning Anja Šurina, Amin Mansouri, Amal Seddas, Maryna Viazovska, Emmanuel Abbe, Caglar Gulcehre

AISTATS 2024 Multi-Domain Causal Representation Learning via Weak Distributional Invariances Kartik Ahuja, Amin Mansouri, Yixin Wang

ICLR 2024 Object Centric Architectures Enable Efficient Causal Representation Learning Amin Mansouri, Jason Hartford, Yan Zhang, Yoshua Bengio

ICMLW 2024 On Provable Length and Compositional Generalization Kartik Ahuja, Amin Mansouri

ICMLW 2024 Symbolic Autoencoding for Self-Supervised Sequence Learning Mohammad Hossein Amani, Nicolas Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West

NeurIPSW 2023 Multi-Domain Causal Representation Learning via Weak Distributional Invariances Kartik Ahuja, Amin Mansouri, Yixin Wang

NeurIPSW 2023 Object-Centric Architectures Enable Efficient Causal Representation Learning Amin Mansouri, Jason Hartford, Yan Zhang, Yoshua Bengio

NeurIPS 2023 Reusable Slotwise Mechanisms Trang Nguyen, Amin Mansouri, Kanika Madan, Khuong Duy Nguyen, Kartik Ahuja, Dianbo Liu, Yoshua Bengio

NeurIPSW 2022 Object-Centric Causal Representation Learning Amin Mansouri, Jason Hartford, Kartik Ahuja, Yoshua Bengio