Neural Scaling Laws Emerging from Deep Data Structure

I mentored a project testing theoretical predictions of neural scaling laws resulting from embedding percolation clusters into high-dimensional spaces and training machine learning models on the fractal data structures.

Mentor, Supervised Program for Alignment Research (SPAR), Spring 2025