Does the Data Induce Capacity Control in Deep Learning? - Rubing Yang; Jialin Mao; Pratik Chaudhari (ICML, 2022)

A Picture of the Space of Typical Learnable Tasks. - Rahul Ramesh; Jialin Mao; Itay Griniasty; Rubing Yang; Han Kheng Teoh; Mark K. Transtrum; James P. Sethna; Pratik Chaudhari (ICML, 2023)

The Training Process of Many Deep Networks Explores the Same Low-Dimensional Manifold. - Jialin Mao; Itay Griniasty; Han Kheng Teoh; Rahul Ramesh; Rubing Yang; Mark K. Transtrum; James P. Sethna; Pratik Chaudhari (CoRR, 2023)

Prospective Learning: Learning for a Dynamic Future. - Ashwin De Silva; Rahul Ramesh; Rubing Yang; Siyu Yu; Joshua T. Vogelstein; Pratik Chaudhari (NeurIPS, 2024)

An Effective Gram Matrix Characterizes Generalization in Deep Networks. - Rubing Yang; Pratik Chaudhari (CoRR, 2025)