Andrew Nobel

Andrew Nobel

University of North Carolina at Chapel Hill

H-index: 43

North America-United States

About Andrew Nobel

Andrew Nobel, With an exceptional h-index of 43 and a recent h-index of 29 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of machine learning, networks, dynamical systems, statistical genomics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Estimation of stationary optimal transport plans

Control of false discoveries in grouped hypothesis testing for eQTL data

Gene expression profiles to predict breast cancer outcomes

ACTOR: a latent Dirichlet model to compare expressed isoform proportions to a reference panel

Pre-treatment differential correlation of gene expression and response to topical steroids in eosinophilic esophagitis

Finding groups of cross-correlated features in bi-view data

Supervised Risk Predictor of Breast Cancer Based on Intrinsic Subtypes (Reprinted from vol 27, pg 1160, 2009)

Community modulated recursive trees and population dependent branching processes

Andrew Nobel Information

University

Position

Professor of Statistics and Operations Research

Citations(all)

38497

Citations(since 2020)

19439

Cited By

22948

hIndex(all)

43

hIndex(since 2020)

29

i10Index(all)

80

i10Index(since 2020)

48

Email

University Profile Page

University of North Carolina at Chapel Hill

Google Scholar

View Google Scholar Profile

Andrew Nobel Skills & Research Interests

machine learning

networks

dynamical systems

statistical genomics

Top articles of Andrew Nobel

Title

Journal

Author(s)

Publication Date

Estimation of stationary optimal transport plans

Information and Inference: A Journal of the IMA

Kevin O’Connor

Andrew Nobel

Kevin McGoff

2024/6

Control of false discoveries in grouped hypothesis testing for eQTL data

BMC bioinformatics

Pratyaydipta Rudra

Yi-Hui Zhou

Andrew Nobel

Fred A Wright

2024/4/11

Gene expression profiles to predict breast cancer outcomes

2023/8/10

ACTOR: a latent Dirichlet model to compare expressed isoform proportions to a reference panel

Biostatistics

Sean D McCabe

Andrew B Nobel

Michael I Love

2021/5/5

Pre-treatment differential correlation of gene expression and response to topical steroids in eosinophilic esophagitis

Diseases of the Esophagus

Evan S Dellon

Yihsuan S Tsai

Alisha R Coffey

Kelly Bodwin

Jared A Sninsky

...

2023/4

Finding groups of cross-correlated features in bi-view data

Journal of Machine Learning Research

Miheer Dewaskar

John Palowitch

Mark He

Michael I Love

Andrew B Nobel

2023

Supervised Risk Predictor of Breast Cancer Based on Intrinsic Subtypes (Reprinted from vol 27, pg 1160, 2009)

JOURNAL OF CLINICAL ONCOLOGY

Joel S Parker

Michael Mullins

Maggie CU Cheang

Samuel Leung

David Voduc

...

2023/9/10

Community modulated recursive trees and population dependent branching processes

Random Structures & Algorithms

Shankar Bhamidi

Ruituo Fan

Nicolas Fraiman

Andrew Nobel

2022/3

Gibbs posterior convergence and the thermodynamic formalism

The Annals of Applied Probability

Kevin McGoff

Sayan Mukherjee

Andrew B Nobel

2022/2

Optimal transport for stationary Markov chains via policy iteration

Journal of Machine Learning Research

Kevin O'Connor

Kevin McGoff

Andrew B Nobel

2022

Sa1185: PRE-TREATMENT DIFFERENTIAL CORRELATION OF GENE EXPRESSION DOES NOT PREDICT SUBSEQUENT RESPONSE TO TOPICAL STEROID TREATMENT IN EOSINOPHILIC ESOPHAGITIS

Gastroenterology

Evan S Dellon

Yihsuan S Tsai

Alisha R Coffey

Jared A Sninsky

Carson N Mosso

...

2022/5/1

Graph optimal transport with transition couplings of random walks

arXiv e-prints

Kevin O'Connor

Bongsoo Yi

Kevin McGoff

Andrew B Nobel

2021/6

Population-scale tissue transcriptomics maps long non-coding RNAs to complex disease

Cell

Olivia M de Goede

Daniel C Nachun

Nicole M Ferraro

Michael J Gloudemans

Abhiram S Rao

...

2021/5/13

Empirical risk minimization for dynamical systems and stationary processes

Information and Inference: A Journal of the IMA

Kevin McGoff

Andrew B Nobel

2021/9

Alignment and comparison of directed networks via transition couplings of random walks

arXiv preprint arXiv:2106.07106

Bongsoo Yi

Kevin O'Connor

Kevin McGoff

Andrew B Nobel

2021/6/13

Empirical risk minimization and complexity of dynamical models

Kevin McGoff

Andrew B Nobel

2020/8/1

The impact of sex on gene expression across human tissues

Science

Meritxell Oliva

Manuel Muñoz-Aguirre

Sarah Kim-Hellmuth

Valentin Wucher

Ariel DH Gewirtz

...

2020/9/11

A quantitative proteome map of the human body

Cell

Lihua Jiang

Meng Wang

Shin Lin

Ruiqi Jian

Xiao Li

...

2020/10/1

Memoryless sequences for general losses

Journal of Machine Learning Research

Rafael Frongillo

Andrew Nobel

2020

Transcriptomic signatures across human tissues identify functional rare genetic variation

Science

Nicole M Ferraro

Benjamin J Strober

Jonah Einson

Nathan S Abell

Francois Aguet

...

2020/9/11

See List of Professors in Andrew Nobel University(University of North Carolina at Chapel Hill)

Co-Authors

H-index: 180
Charles M. Perou

Charles M. Perou

University of North Carolina at Chapel Hill

H-index: 142
Joel Parker

Joel Parker

University of North Carolina at Chapel Hill

H-index: 88
J. S. Marron

J. S. Marron

University of North Carolina at Chapel Hill

H-index: 84
Fred A Wright

Fred A Wright

North Carolina State University

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