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 002; Kevin Patrick Murphy (CoLLAs, 2023)

Bayesian Online Natural Gradient (BONG). - Matt Jones 002; Peter G. Chang; Kevin P. Murphy (NeurIPS, 2024)

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 002 (J. Open Source Softw., 2025)

What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models. - Keyon Vafa; Peter G. Chang; Ashesh Rambachan; Sendhil Mullainathan (CoRR, 2025)