Shiwei Lan

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Dimension Reduction

Monte Carlo Methods

Markovian Decision

Top Venues

J. Comput. Phys.

SIAM/ASA J. Uncertain. Quantification

Publications

Shuyi Li, Michael O'Connor, Shiwei Lan
Bayesian Learning via Q-Exponential Process. NeurIPS (2023)
Shiwei Lan, Shuyi Li, Mirjeta Pasha
Bayesian spatiotemporal modeling for inverse problems. Stat. Comput. 33 (4) (2023)
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) (2022)
Shiwei Lan
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models. J. Mach. Learn. Res. 23 (2022)
Emmet Cleary, Alfredo Garbuno-Inigo, Shiwei Lan, Tapio Schneider, Andrew M. Stuart
Calibrate, emulate, sample. J. Comput. Phys. 424 (2021)
Andrew Holbrook, Shiwei Lan, Jeffrey Streets, Babak Shahbaba
Nonparametric Fisher Geometry with Application to Density Estimation. UAI (2020)
Shiwei Lan
Adaptive dimension reduction to accelerate infinite-dimensional geometric Markov Chain Monte Carlo. J. Comput. Phys. 392 (2019)
Alexandros Beskos, Mark A. Girolami, Shiwei Lan, Patrick E. Farrell, Andrew M. Stuart
Geometric MCMC for infinite-dimensional inverse problems. J. Comput. Phys. 335 (2017)
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 (2016)
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) (2015)
Babak Shahbaba, Shiwei Lan, Wesley O. Johnson, Radford M. Neal
Split Hamiltonian Monte Carlo. Stat. Comput. 24 (3) (2014)
Shiwei Lan, Bo Zhou, Babak Shahbaba
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions. ICML (2014)
Shiwei Lan, Jeffrey Streets, Babak Shahbaba
Wormhole Hamiltonian Monte Carlo. AAAI (2014)
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) (2014)