Semi-Supervised Disentanglement of Class-Related and Class-Independent Factors in VAE. - Sina Hajimiri; Aryo Lotfi; Mahdieh Soleymani Baghshah (CoRR, 2021)

Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures. - Emmanuel Abbe; Samy Bengio; Elisabetta Cornacchia; Jon M. Kleinberg; Aryo Lotfi; Maithra Raghu; Chiyuan Zhang (NeurIPS, 2022)

Generalization on the Unseen, Logic Reasoning and Degree Curriculum. - Emmanuel Abbe; Samy Bengio; Aryo Lotfi; Kevin Rizk (ICML, 2023)

Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs. - Emmanuel Abbe; Elisabetta Cornacchia; Aryo Lotfi (NeurIPS, 2023)

How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad. - Emmanuel Abbe; Samy Bengio; Aryo Lotfi; Colin Sandon; Omid Saremi (NeurIPS, 2024)

How Far Can Transformers Reason? The Locality Barrier and Inductive Scratchpad. - Emmanuel Abbe; Samy Bengio; Aryo Lotfi; Colin Sandon; Omid Saremi (CoRR, 2024)

Visual Scratchpads: Enabling Global Reasoning in Vision. - Aryo Lotfi; Enrico Fini; Samy Bengio; Moin Nabi; Emmanuel Abbe (CoRR, 2024)

RL for Reasoning by Adaptively Revealing Rationales. - Mohammad Hossein Amani; Aryo Lotfi; Nicolas Mario Baldwin; Samy Bengio; Mehrdad Farajtabar; Emmanuel Abbe; Robert West 001 (CoRR, 2025)