Publications

Welandawe, M., Andersen, M. R., Vehtari, A., & Huggins, J. H. (2024). A framework for improving the reliability of black-box variational inference. Journal of Machine Learning Research, 25(219), 1–71.

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Dhaka, A. K., Catalina, A., Welandawe, M., Andersen, M. R., Huggins, J. H., & Vehtari, A. (2021). Challenges and opportunities in high-dimensional variational inference. Advances in Neural Information Processing Systems (NeurIPS).

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Silva, E. N. S., Gangopadhyay, A., Fay, G., Welandawe, M., Gawarkiewicz, G., Silver, A. M., Monim, M., & Clark, J. (2020). A survival analysis of the Gulf Stream warm core rings. Journal of Geophysical Research: Oceans, 125(10).

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D’Agata, A. L., Wu, J., Welandawe, M., Dutra, S. V. O., Kane, B., & Groer, M. W. (2019). Effects of early life NICU stress on the developing gut microbiome. Developmental Psychobiology, 61(5).

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