Aryo Lotfi

Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures

Samy Bengio, Chiyuan Zhang, M. Raghu, 2022, ArXiv.

Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures

Samy Bengio, Chiyuan Zhang, M. Raghu, 2022, NeurIPS.

Generalization on the Unseen, Logic Reasoning and Degree Curriculum

Samy Bengio, E. Abbe, Aryo Lotfi, 2023, ICML.

Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs

E. Abbe, Elisabetta Cornacchia, Aryo Lotfi, 2023, 2306.16921.

How Far Can Transformers Reason? The Locality Barrier and Inductive Scratchpad

Samy Bengio, Colin Sandon, Aryo Lotfi, 2024, ArXiv.

Semi-Supervised Disentanglement of Class-Related and Class-Independent Factors in VAE pdf

Mahdieh Soleymani Baghshah, Sina Hajimiri, Aryo Lotfi, 2021, ArXiv.