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ORCIDShiwei Lan
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2020 – today
- 2023
[j10]Shiwei Lan
, Shuyi Li, Mirjeta Pasha:
Bayesian spatiotemporal modeling for inverse problems. Stat. Comput. 33(4): 89 (2023)- [c4]Shuyi Li, Michael O'Connor, Shiwei Lan:
Bayesian Learning via Q-Exponential Process. NeurIPS 2023 - 2022
- [j9]Shiwei Lan:
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models. J. Mach. Learn. Res. 23: 259:1-259:53 (2022) - [j8]Shiwei Lan, Shuyi Li, Babak Shahbaba:
Scaling Up Bayesian Uncertainty Quantification for Inverse Problems Using Deep Neural Networks. SIAM/ASA J. Uncertain. Quantification 10(4): 1684-1713 (2022) - 2021
- [j7]Emmet Cleary, Alfredo Garbuno-Inigo, Shiwei Lan, Tapio Schneider, Andrew M. Stuart:
Calibrate, emulate, sample. J. Comput. Phys. 424: 109716 (2021) - 2020
- [c3]Andrew Holbrook, Shiwei Lan, Jeffrey Streets, Babak Shahbaba:
Nonparametric Fisher Geometry with Application to Density Estimation. UAI 2020: 101-110
2010 – 2019
- 2019
- [j6]Shiwei Lan:
Adaptive dimension reduction to accelerate infinite-dimensional geometric Markov Chain Monte Carlo. J. Comput. Phys. 392: 71-95 (2019) - 2017
- [j5]Alexandros Beskos, Mark A. Girolami, Shiwei Lan, Patrick E. Farrell, Andrew M. Stuart:
Geometric MCMC for infinite-dimensional inverse problems. J. Comput. Phys. 335: 327-351 (2017) - 2016
- [j4]Shiwei Lan, Tan Bui-Thanh, Mike Christie, Mark A. Girolami:
Emulation of higher-order tensors in manifold Monte Carlo methods for Bayesian Inverse Problems. J. Comput. Phys. 308: 81-101 (2016) - 2015
- [j3]Shiwei Lan, Julia A. Palacios, Michael D. Karcher, Vladimir N. Minin, Babak Shahbaba:
An efficient Bayesian inference framework for coalescent-based nonparametric phylodynamics. Bioinform. 31(20): 3282-3289 (2015) - 2014
- [j2]Babak Shahbaba, Bo Zhou, Shiwei Lan, Hernando Ombao, David Moorman, Sam Behseta:
A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons. Neural Comput. 26(9): 2025-2051 (2014) - [j1]Babak Shahbaba, Shiwei Lan, Wesley O. Johnson, Radford M. Neal:
Split Hamiltonian Monte Carlo. Stat. Comput. 24(3): 339-349 (2014) - [c2]Shiwei Lan, Jeffrey Streets, Babak Shahbaba:
Wormhole Hamiltonian Monte Carlo. AAAI 2014: 1953-1959 - [c1]Shiwei Lan, Bo Zhou, Babak Shahbaba:
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions. ICML 2014: 629-637
Coauthor Index
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