Search Results for author: Zhao Tang Luo

Found 2 papers, 2 papers with code

BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain

1 code implementation • NeurIPS 2021 • Zhao Tang Luo, Huiyan Sang, Bani Mallick

Nonparametric regression on complex domains has been a challenging task as most existing methods, such as ensemble models based on binary decision trees, are not designed to account for intrinsic geometries and domain boundaries.

Bayesian Inference regression

Paper
Code

T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs

1 code implementation • NeurIPS 2021 • Changwoo J. Lee, Zhao Tang Luo, Huiyan Sang

In models dealing with graph-structured data, multivariate parameters may not only exhibit sparse patterns but have structured sparsity and smoothness in the sense that both zero and non-zero parameters tend to cluster together.

Anomaly Detection Bayesian Inference +1

Paper
Code

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