Peter G. Chang

According to our database, Peter G. Chang authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Dynamax: A Python package for probabilistic state space modeling with JAX.

Scott W. Linderman, Peter G. Chang, Giles Harper-Donnelly, Aleyna Kara, Xinglong Li, Gerardo Duran-Martin, Kevin Murphy

J. Open Source Softw., April, 2025

What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models.

Keyon Vafa, Peter G. Chang, Ashesh Rambachan, Sendhil Mullainathan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Bayesian Online Natural Gradient (BONG).

Matt Jones, Peter G. Chang, Kevin P. Murphy

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

2023

Low-rank extended Kalman filtering for online learning of neural networks from streaming data.

Peter G. Chang, Gerardo Duràn-Martín, Alexander Y. Shestopaloff, Matt Jones, Kevin Patrick Murphy

Proceedings of the Conference on Lifelong Learning Agents, 2023