Publications and Preprints

You can also find my articles on my Google Scholar profile.

Unity by Diversity: Improved Representation Learning in Multimodal VAEs

Advances in Neural Information Processing Systems 38 (NeurIPS 2024), 2024

Sutter T. M., Meng Y., Agostini A., Chopard D., Fortin N., Vogt J. E., Shahbaba B., Mandt S. (2024). "Unity by Diversity: Improved Representation Learning in Multimodal VAEs" arXiv Preprint arXiv: 2403.05300, 2024.

Scaling Up Bayesian Neural Networks with Neural Networks

Transactions on Machine Learning Research, 2023

Moslemi Z., Meng Y., Lan S., Shahbaba B. (2023). "Scaling Up Bayesian Neural Networks with Neural Networks." arXiv preprint: arXiv: 2312.11799, 2023

Log-rank-type tests for equality of distributions in high-dimensional spaces

Journal of Computational and Graphical Statistics, 2022

Liu L., Meng Y., Wu X., Ying Z., Zheng T. (2022). "Log-rank-type tests for equality of distributions in high-dimensional spaces." Journal of Computational and Graphical Statistics 31 (4), 1384-1396.