59 citations · 180 across the 28 of their papers we have counts for
4 papers · 1 filter
Learning the Treatment Effects on FTIR Signals Subject to Multiple Sources of Uncertainties
Hongzhen Tian, Andi Wang, Jialei Chen +5
Fourier-transform infrared spectroscopy (FTIR) is a versatile technique for characterizing the chemical composition of the various uncertainties, including baseline shift and multi…
Robustness and Tractability for Non-convex M-estimators
Ruizhi Zhang, Yajun Mei, Jianjun Shi +1
We investigate two important properties of M-estimator, namely, robustness and tractability, in linear regression setting, when the observations are contaminated by some arbitrary…
Robust Change Detection for Large-Scale Data Streams
Ruizhi Zhang, Yajun Mei, Jianjun Shi
Robust change-point detection for large-scale data streams has many real-world applications in industrial quality control, signal detection, biosurveillance. Unfortunately, it is h…
High Dimensional Process Monitoring Using Robust Sparse Probabilistic Principal Component Analysis
Mohammad Nabhan, Yajun Mei, Jianjun Shi
High dimensional data has introduced challenges that are difficult to address when attempting to implement classical approaches of statistical process control. This has made it a t…