Qiang Heng

activity

20222025

most citedFreeMatch: Self-adaptive Thresholding for Semi-supervised Learning

140 citations · 146 across the 6 of their papers we have counts for

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2 papers · 1 filter

stat.ME2022

Robust Low-rank Tensor Decomposition with the $L_{2}$ Criterion

Qiang Heng, Eric C. Chi, Yufeng Liu

The growing prevalence of tensor data, or multiway arrays, in science and engineering applications motivates the need for tensor decompositions that are robust against outliers. In…

stat.ME2022★ 5 cited

Proximal MCMC for Bayesian Inference of Constrained and Regularized Estimation

Xinkai Zhou, Qiang Heng, Eric C. Chi +1

This paper advocates proximal Markov Chain Monte Carlo (ProxMCMC) as a flexible and general Bayesian inference framework for constrained or regularized estimation. Originally intro…

Robust Low-rank Tensor Decomposition with the L2​ Criterion

Proximal MCMC for Bayesian Inference of Constrained and Regularized Estimation

Robust Low-rank Tensor Decomposition with the $L_{2}$ Criterion