Hoffman, Matthew D.

Stan : A Probabilistic Programming Language

Carpenter, B., Gelman, A., Hoffman, M. D., Lee, D., Goodrich, B., Betancourt, M., Brubaker, M., Guo, J., Li, P., & Riddell, A. (2017) · Journal of Statistical Software

Markov Chains and Monte Carlo MethodsData Analysis with R

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Underspecification Presents Challenges for Credibility in Modern Machine Learning

D'Amour, A., Heller, K., Moldovan, D., Adlam, B., Alipanahi, B., Beutel, A., Chen, C., Deaton, J., Eisenstein, J., Hoffman, M. D., et al. (2020) · arXiv

Domain Adaptation and Few-Shot LearningAdversarial Robustness in Machine Learning

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Sequential Monte Carlo Learning for Time Series Structure Discovery

Saad, F. A., Patton, B. J., Hoffman, M. D., Saurous, R. A., & Mansinghka, V. K. (2023) · arXiv

Gaussian Processes and Bayesian InferenceMarkov Chains and Monte Carlo Methods

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