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Start Over Graduate Program Informatics (PHD) Committee Member Mary Beth Rosson Committee Member Vasant Honavar

1. Predictive Modeling for High Dimensional Longitudinal Data

restricted_to_institution
Restricted (Penn State Only)
Author:
Liang, Junjie
Title:
Predictive Modeling for High Dimensional Longitudinal Data
Graduate Program:
Informatics (PHD)
Keywords:
Longitudinal data analysis
longitudinal correlation
cluster correlation
Gaussian Process
Factorization Machines
File:
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Committee Members:
Xiang Zhang, Major Field Member
Lin Lin, Outside Unit & Field Member
Suhang Wang, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair

2. Excursions in Causal Data Science: Fairness, Causal Attribution, and Applications

open_access
Open Access
Author:
Khademi, Aria
Title:
Excursions in Causal Data Science: Fairness, Causal Attribution, and Applications
Graduate Program:
Informatics (PHD)
Keywords:
Artificial Intelligence
Machine Learning
Causal Inference
Interpretable Machine Learning
Fairness
Health Care
Causal Attribution
File:
Download PhD_Dissertation_Aria_Khademi.pdf
Committee Members:
Daniel Susser, Major Field Member
Sarah Rajtmajer, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Aleksandra Slavkovic, Outside Unit, Field & Minor Member
Mary Beth Rosson, Program Head/Chair