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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.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…