upcarta
Sign In
Sign Up
Explore
Search
Bilal Chughtai
Follow
bilal-chughtai.github.io
No followers
community-curated profile
Independent ML Researcher | Cambridge MMath
Most Recommended
Most Recommended
Recent
Tweet
Paper
Tweet
Feb 15, 2023
Do neural networks learn 'universal' solutions or idiosyncratic ones? We find inherent randomness. Models consistently learn group composition via an interpretable, representation theory (!) based algorithm. Yet they even skip simple reps for complex
by
Bilal Chughtai
Post
Add to Collection
Mark as Completed
Paper
Feb 6, 2023
A Toy Model of Universality: Reverse Engineering How Networks Learn Group Operations
by
Bilal Chughtai
and
Neel Nanda (at ICLR)
Post
Add to Collection
Mark as Completed