341 citations · 852 across the 28 of their papers we have counts for
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stat.ME2022
Bayesian Learning via Q-Exponential Process
Shuyi Li, Michael O'Connor, Shiwei Lan
Regularization is one of the most fundamental topics in optimization, statistics and machine learning. To get sparsity in estimating a parameter , an pen…
stat.CO2022★ 4 cited
Sampling Constrained Continuous Probability Distributions: A Review
Shiwei Lan, Lulu Kang
The problem of sampling constrained continuous distributions has frequently appeared in many machine/statistical learning models. Many Monte Carlo Markov Chain (MCMC) sampling meth…
stat.ME2022★ 2 cited
Bayesian Spatiotemporal Modeling for Inverse Problems
Shiwei Lan, Shuyi Li, Mirjeta Pasha
Inverse problems with spatiotemporal observations are ubiquitous in scientific studies and engineering applications. In these spatiotemporal inverse problems, observed multivariate…