Hoogland, Jesse

1. Open Problems in Mechanistic Interpretability
   2025/01/27 by Lee Sharkey, Bilal Chughtai, Sharkey, Lee +58 · 7 voices · 40 citations
   Computer Science · #Natural Language Processing Techniques #Statistical and Computational Modeling #cs.LG
2. Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient
   2024/10/03 by Wang, George, Hoogland, Jesse, van Wingerden, Stan +2 · 11 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation
   2025/02/08 by Lehalleur, Simon Pepin, Hoogland, Jesse, Farrugia-Roberts, Matthew +5 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Loss Landscape Degeneracy and Stagewise Development in Transformers
   2024/02/04 by Hoogland, Jesse, Wang, George, Farrugia-Roberts, Matthew +3 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Dynamics of Transient Structure in In-Context Linear Regression Transformers
   2025/01/29 by Carroll, Liam, Hoogland, Jesse, Farrugia-Roberts, Matthew +1 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Structural Inference: Interpreting Small Language Models with Susceptibilities
   2025/04/25 by Garrett Baker, George Wang, Baker, Garrett +5 · 2 voices · 2 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling