The University of Arizona
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Hao Zhang

Professor, Statistics-GIDP | Member of the Graduate Faculty | Professor, Mathematics | Chair, Statistics-GIDP | Professor, Applied Mathematics - GIDP

Mathematics
Map Page
80+ Collaborators
$1.6M / $20.1M Funding
10+ Grants
90+ Publications

Research Area

machine learning, statistical modeling, data analysis, precision medicine, high-dimensional data, optimization, personalized medicine, statistical analysis, biostatistics, ovarian cancer, data mining, statistical methods, sparse data, dimension reduction, research methods, gene expression, bioinformatics, predictive modeling, transcriptome analysis, antenna design

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    Recent

    Adapting Nanopore Sequencing Basecalling Models for Modification Detection via Incremental Learning and Anomaly Detection.

    2024

    Scale-invariant optimal sampling for rare-events data and sparse model.

    2024

    Robust brain MRI image classification with SIBOW-SVM.

    2024

    Optimal Pair Matching Combined with Machine Learning Predicts that Omega-3 Fatty Acid Supplementation Markedly Reduces the Risk of Myocardial Infarction in African Americans

    2024
    machine learning, cardiovascular health, risk reduction

    Simultaneous change-point detection and curve estimation.

    2024

    Identification of an allele-specific transcription factor binding interaction that may regulate PLA2G2A gene expression.

    2024

    Use of machine learning approaches to predict transition of retention in care among people living with HIV in Sout Carolina: a real-world data study.

    2024

    Heterogeneous domain adaptation with adversarial neural representation learning: experiments on e-commerce and cybersecurity.

    2023
    domain adaptation, adversarial learning, e-commerce, cybersecurity, neural representation learning

    Spatial Heterogeneity Automatic Detection and Estimation

    2023

    Linear algorithms for robust and scalable nonparametric multiclass probability estimation.

    2023
    machine learning, nonparametric statistics, algorithm design, scalable computing, statistical modelling

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    • Introduction to Statistical Machine Learning

    • Theory of Statistics

    • Capstone for Statistics and Data Science

    • Statistical Machine Learning

    Hao Zhang | KMap Profile - Institutional Knowledge Map (KMap)