Asymptotics of representation learning in finite Bayesian neural networks. - Jacob A. Zavatone-Veth; Abdulkadir Canatar; Benjamin S. Ruben; Cengiz Pehlevan (NeurIPS, 2021)

Learning Curves for Noisy Heterogeneous Feature-Subsampled Ridge Ensembles. - Benjamin S. Ruben; Cengiz Pehlevan (NeurIPS, 2023)

Learning Curves for Heterogeneous Feature-Subsampled Ridge Ensembles. - Benjamin S. Ruben; Cengiz Pehlevan (CoRR, 2023)

Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics. - William Qian 001; Jacob A. Zavatone-Veth; Benjamin S. Ruben; Cengiz Pehlevan (NeurIPS, 2024)

No Free Lunch From Random Feature Ensembles. - Benjamin S. Ruben; William L. Tong; Hamza Tahir Chaudhry; Cengiz Pehlevan (CoRR, 2024)