Earls, Christopher

4 publications

TMLR 2025 Associative Memory Inspires Improvements for In-Context Learning Using a Novel Attention Residual Stream Architecture Thomas F Burns, Tomoki Fukai, Christopher Earls

ICLR 2025 Density Estimation with LLMs: A Geometric Investigation of In-Context Learning Trajectories Toni J.B. Liu, Nicolas Boulle, Raphaël Sarfati, Christopher Earls

ICLR 2025 Lines of Thought in Large Language Models Raphaël Sarfati, Toni J.B. Liu, Nicolas Boulle, Christopher Earls

ICMLW 2024 LLMs Learn Governing Principles of Dynamical Systems, Revealing an In-Context Neural Scaling Law Toni J.B. Liu, Nicolas Boulle, Raphaël Sarfati, Christopher Earls