Research output per year
Research output per year
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Dive into the research topics where Shiwei Lan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Sampling constrained continuous probability distributions: A review
Lan, S. & Kang, L., 2023, (Accepted/In press) In: Wiley Interdisciplinary Reviews: Computational Statistics.Research output: Contribution to journal › Review article › peer-review
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Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models
Lan, S., Aug 1 2022, In: Journal of Machine Learning Research. 23Research output: Contribution to journal › Article › peer-review
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Scaling up Bayesian Uncertainty Quantification for Inverse Problems Using Deep Neural Networks
Lan, S., Li, S. & Shahbaba, B., Dec 2022, In: SIAM-ASA Journal on Uncertainty Quantification. 10, 4, p. 1684-1713 30 p.Research output: Contribution to journal › Article › peer-review
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Calibrate, emulate, sample
Cleary, E., Garbuno-Inigo, A., Lan, S., Schneider, T. & Stuart, A. M., Jan 1 2021, In: Journal of Computational Physics. 424, 109716.Research output: Contribution to journal › Article › peer-review
27 Scopus citations -
Flexible Bayesian Dynamic Modeling of Correlation and Covariance Matrices
Lan, S., Holbrook, A., Elias, G. A., Fortin, N. J., Ombao, H. & Shahbaba, B., 2020, In: Bayesian Analysis. 15, 4, p. 1199-1228 30 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations
Projects
- 1 Active
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Unifying Information- and Optimization-theoretic approaches for modeling and training Generative Adversarial Networks
Nedich, A., Lan, S., Sankar, L. & Pedrielli, G.
National Science Foundation (NSF)
10/1/21 → 9/30/24
Project: Research project