Papers
- P. Chang, G. Durán-Martín, A. Shestopaloff, M. Jones, K. Murphy. Low-rank extended Kalman filtering for online learning of neural networks from streaming data. 2023. Conference on Lifelong Learning Agents (CoLLAs). (link)
- P. Chang, M. Jones, K. Murphy. On diagonal approximations to the extended Kalman filter for online training of Bayesian neural networks. 2022. ACML Continual Lifelong Learning Workshop. (link)
Research Assistant
- S. Mullainathan, A. Rambachan. From Predictive Algorithms to Automatic Generation of Anomalies. 2023. Working Paper. (link)