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Author:

Zhang, Lixiang

Title:

Trustworthy Unsupervised and Supervised Learning

Graduate Program:

Statistics (PHD)

Keywords:

Trustworthy Machine Learning
Clustering Uncertainty Assessment
Multi-view Stability-based Clustering
Enhancing Interpretability of DNN
Robust Surrogate Model for Uncertainty Quantification

File:

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Committee Members:

Lin Lin, Major Field Member & Dissertation Advisor
Jia Li, Chair & Dissertation Advisor
Matthew Reimherr, Major Field Member
Emily Davenport, Outside Unit & Field Member
Ephraim Hanks, Professor in Charge/Director of Graduate Studies

Author:

Zhang, Muzi

Title:

Study of Interval Data

Graduate Program:

Statistics (PHD)

Keywords:

interval data
symbolic data
segment plot
dandelion plot
response surface methodology
visualization
correlation measure

File:

Download Thesis_Muzi_Study_on_Interval_Data.pdf

Committee Members:

Hui Yang, Outside Unit & Field Member
Zhibiao Zhao, Major Field Member
Matthew Reimherr, Major Field Member
Ephraim Mont Hanks, Program Head/Chair
Lingzhou Xue, Chair of Committee
Dennis Lin, Dissertation Advisor