Liu, Toni J. B.

1. LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law
   2024/02/01 by Toni J. B. Liu, Liu, Toni J. B., Nicolas Boullé +5 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
2. Shadow Cones: A Generalized Framework for Partial Order Embeddings
   2023/05/24 by Changyuan Yu, Yu, Tao, Toni J. B. Liu +5 · 3 citations
   Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
3. Density estimation with LLMs: a geometric investigation of in-context learning trajectories
   2024/10/07 by Liu, Toni J. B., Boullé, Nicolas, Sarfati, Raphaël +1 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)