Rubing Yang

According to our database, Rubing Yang authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

An Effective Gram Matrix Characterizes Generalization in Deep Networks.

Rubing Yang, Pratik Chaudhari

CoRR, April, 2025

2024

Prospective Learning: Learning for a Dynamic Future.

Ashwin De Silva, Rahul Ramesh, Rubing Yang, Siyu Yu, Joshua T. Vogelstein, Pratik Chaudhari

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

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

Proceedings of the International Conference on Machine Learning, 2023

2022

Does the Data Induce Capacity Control in Deep Learning?

Rubing Yang, Jialin Mao, Pratik Chaudhari

Proceedings of the International Conference on Machine Learning, 2022