Emmanuel Abbe

1. When can transformers reason with abstract symbols?
   2023/10/15 by Enric Boix-Adsera, Enric Boix-Adserà, Omid Saremi +12 · 1 voice · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
2. How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad
   2024/06/10 by Emmanuel Abbé, Emmanuel Abbe, Samy Bengio +8 · 1 voice · 2 citations
   Computer Science · Psychology · #Computability, Logic, AI Algorithms #Deception detection and forensic psychology #Neural Networks and Applications #cs.AI #cs.LG #stat.ML
3. Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
   2025/04/07 by Anja Surina, Amin Mansouri, Surina, Anja +11 · 1 voice · 12 citations
   #cs.AI #cs.LG #cs.NE
4. An ℓp theory of PCA and spectral clustering
   2022/08/01 by Emmanuel Abbe, Emmanuel Abbé, Jianqing Fan +1 · 4 citations
   Computer Science · Mathematics · Engineering · #Blind Source Separation Techniques #Random Matrices and Applications #Sparse and Compressive Sensing Techniques