Submitted by mwf10 on Thu, 09/02/2021 - 12:08

High Dimensional Data

Faculty

Francesca Chiaromonte

Francesca
Chiaromonte

Professor of Statistics, Dorothy Foehr Huck and J. Lloyd Huck Chair in Statistics for the Life Sciences
Email:
Phone:
(814) 865-7075
Interests:

High-dimensional & Undersampled data, Dimension Reduction & Feature Selection Methods, Regression & Multivariate Methods, Bioinformatics, "Omics" & Biomedical applications, Meteorology, Climate, Economics applications

Jia Li

Jia
Li

Professor of Statistics and Computer Science
Email:
Phone:
(814) 863-3074
Interests:

Machine Learning, Artificial Intelligence, Image Analysis, Probabilistic Graph Models

Runze Li

Runze
Li

Eberly Family Chair in Statistics; Associate Department Head
Email:
Phone:
(814) 865-1555
Interests:

Non-parametrics, Bioinformatics, Analysis of High-Dimensional Complex Data, Feature Screening and Selection, Statistical Applications

Bharath Sriperumbudur

Bharath
Sriperumbudur

Associate Professor
Email:
Interests:

Non-parametrics, Asymptotic Methods, Regularization and Inverse Problems, Regression Estimators, Probability Inequalities, Machine Learning, Signal Processing, Statistical Learning