most citedOn Robust Probabilistic Principal Component Analysis using Multivariate -Distributions

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stat.ME2020

Conditional Density Estimation via Weighted Logistic Regressions

Yiping Guo, Howard D. Bondell

Compared to the conditional mean as a simple point estimator, the conditional density function is more informative to describe the distributions with multi-modality, asymmetry or h…

stat.ME2020★ 2 cited

On Robust Probabilistic Principal Component Analysis using Multivariate -Distributions

Yiping Guo, Howard D. Bondell

Probabilistic principal component analysis (PPCA) is a probabilistic reformulation of principal component analysis (PCA), under the framework of a Gaussian latent variable model. T…