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)

An Analytical Characterization of Sloppiness in Neural Networks: Insights from Linear Models. - Jialin Mao; Itay Griniasty; Yan Sun; Mark K. Transtrum; James P. Sethna; Pratik Chaudhari (CoRR, 2025)