Shiwei Lan

20 papers A* 4A 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A cancelable multi-biometric system based on the feature-level fusion of fingerprint and finger vein.
Multim. Tools Appl.
Yuxing Li, Xueshuang Li, Guodong Zhao, Chuanxian Xin, Shiwei Lan, Zhenhuan Hu
2025 A* conf
Bayesian Regularization of Latent Representation.
ICLR
Chukwudi Paul Obite, Zhi Chang, Keyan Wu, Shiwei Lan
2025 — conf
Deep Q-Exponential Processes.
AABI
Zhi Chang, Chukwudi Paul Obite, Shuang Zhou, Shiwei Lan
2024 J jnl
Deep Q-Exponential Processes.
CoRR
Zhi Chang, Chukwudi Paul Obite, Shuang Zhou, Shiwei Lan
2024 J jnl
Scaling Up Bayesian Neural Networks with Neural Networks.
Trans. Mach. Learn. Res.
Zahra Moslemi, Yang Meng, Shiwei Lan, Babak Shahbaba
2024 J jnl
The Reconstruction of the Space-Dependent Thermal Conductivity from Sparse Temperature Measurements.
CoRR
Guangting Yu, Shiwei Lan, Kookjin Lee, Alex Mahalov
2023 A* conf
Bayesian Learning via Q-Exponential Process.
NeurIPS
Shuyi Li, Michael O'Connor, Shiwei Lan
2023 J jnl
Bayesian spatiotemporal modeling for inverse problems.
Stat. Comput.
Shiwei Lan, Shuyi Li, Mirjeta Pasha
2022 J jnl
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models.
J. Mach. Learn. Res.
Shiwei Lan
2022 J jnl
Scaling Up Bayesian Uncertainty Quantification for Inverse Problems Using Deep Neural Networks.
SIAM/ASA J. Uncertain. Quantification
Shiwei Lan, Shuyi Li, Babak Shahbaba
2021 J jnl
Calibrate, emulate, sample.
J. Comput. Phys.
Emmet Cleary, Alfredo Garbuno-Inigo, Shiwei Lan, Tapio Schneider, Andrew M. Stuart
2020 A conf
Nonparametric Fisher Geometry with Application to Density Estimation.
UAI
Andrew Holbrook, Shiwei Lan, Jeffrey Streets, Babak Shahbaba
2019 J jnl
Adaptive dimension reduction to accelerate infinite-dimensional geometric Markov Chain Monte Carlo.
J. Comput. Phys.
Shiwei Lan
2017 J jnl
Geometric MCMC for infinite-dimensional inverse problems.
J. Comput. Phys.
Alexandros Beskos, Mark A. Girolami, Shiwei Lan, Patrick E. Farrell, Andrew M. Stuart
2016 J jnl
Emulation of higher-order tensors in manifold Monte Carlo methods for Bayesian Inverse Problems.
J. Comput. Phys.
Shiwei Lan, Tan Bui-Thanh, Mike Christie, Mark A. Girolami
2015 J jnl
An efficient Bayesian inference framework for coalescent-based nonparametric phylodynamics.
Bioinform.
Shiwei Lan, Julia A. Palacios, Michael D. Karcher, Vladimir N. Minin, Babak Shahbaba
2014 J jnl
A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons.
Neural Comput.
Babak Shahbaba, Bo Zhou, Shiwei Lan, Hernando Ombao, David Moorman, Sam Behseta
2014 A* conf
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions.
ICML
Shiwei Lan, Bo Zhou, Babak Shahbaba
2014 J jnl
Split Hamiltonian Monte Carlo.
Stat. Comput.
Babak Shahbaba, Shiwei Lan, Wesley O. Johnson, Radford M. Neal
2014 A* conf
Wormhole Hamiltonian Monte Carlo.
AAAI
Shiwei Lan, Jeffrey Streets, Babak Shahbaba