Hello, world! I'm Nicole. I’m a PhD candidate at Yale University. My research examines how architectural constraints shape representational capacity in deep neural networks, and how this affects things like controllability and safety. To do this work, I combine mathematical analysis of model architectures with causal interventions on toy and trained systems.

 

Outside of research, I spend my time playing folk music, growing tomatoes, and enjoying the outdoors with my family.