Research output per year
Research output per year
Fingerprint
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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Scaling Up Bayesian Neural Networks with Neural Networks
Moslemi, Z., Meng, Y., Lan, S. & Shahbaba, B., 2024, In: Transactions on Machine Learning Research. 2024Research output: Contribution to journal › Article › peer-review
-
Bayesian Learning via Q-Exponential Process
Li, S., O'Connor, M. & Lan, S., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
-
Bayesian spatiotemporal modeling for inverse problems
Lan, S., Li, S. & Pasha, M., Aug 2023, In: Statistics and Computing. 33, 4, 89.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Sampling constrained continuous probability distributions: A review
Lan, S. & Kang, L., Nov 1 2023, In: Wiley Interdisciplinary Reviews: Computational Statistics. 15, 6, e1608.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
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
3 Scopus citations
Projects
- 1 Active
-
Unifying Information- and Optimization-theoretic approaches for modeling and training Generative Adversarial Networks
Nedich, A. (CoI), Lan, S. (CoI), Sankar, L. (PI) & Pedrielli, G. (CoI)
National Science Foundation (NSF)
10/1/21 → 9/30/25
Project: Research project