Nicholas Goldowsky-Dill

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Dictionary Learning

Top Venues

Publications

Dan Braun, Jordan Taylor, Nicholas Goldowsky-Dill, Lee Sharkey
Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning. CoRR (2024)
Lucius Bushnaq, Stefan Heimersheim, Nicholas Goldowsky-Dill, Dan Braun, Jake Mendel, Kaarel Hänni, Avery Griffin, Jörn Stöhler, Magdalena Wache, Marius Hobbhahn
The Local Interaction Basis: Identifying Computationally-Relevant and Sparsely Interacting Features in Neural Networks. CoRR (2024)
Lucius Bushnaq, Jake Mendel, Stefan Heimersheim, Dan Braun, Nicholas Goldowsky-Dill, Kaarel Hänni, Cindy Wu, Marius Hobbhahn
Using Degeneracy in the Loss Landscape for Mechanistic Interpretability. CoRR (2024)
Nicholas Goldowsky-Dill, Chris MacLeod, Lucas Sato, Aryaman Arora
Localizing Model Behavior with Path Patching. CoRR (2023)