Cynthia Rush

Cynthia Rush

Columbia University in the City of New York

H-index: 15

North America-United States

About Cynthia Rush

Cynthia Rush, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at Columbia University in the City of New York,

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

The out-of-sample prediction error of the square-root-LASSO and related estimators

Asymptotics for power posterior mean estimation

Online learning-based waveform selection for improved vehicle recognition in automotive radar

Characterizing the SLOPE trade-off: A variational perspective and the Donoho–Tanner limit

A non-asymptotic analysis of generalized approximate message passing algorithms with right rotationally invariant designs

Rigorous state evolution analysis for approximate message passing with side information

On the robustness to misspecification of α-posteriors and their variational approximations

A unifying tutorial on approximate message passing

Cynthia Rush Information

University

Position

___

Citations(all)

786

Citations(since 2020)

659

Cited By

346

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

17

i10Index(since 2020)

16

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Top articles of Cynthia Rush

Title

Journal

Author(s)

Publication Date

The out-of-sample prediction error of the square-root-LASSO and related estimators

arXiv preprint arXiv:2211.07608

José Luis Montiel Olea

Cynthia Rush

Amilcar Velez

Johannes Wiesel

2022/11/14

Asymptotics for power posterior mean estimation

Ruchira Ray

Marco Avella Medina

Cynthia Rush

2023/9/26

Online learning-based waveform selection for improved vehicle recognition in automotive radar

Charles E Thornton

William W Howard

R Michael Buehrer

2023/6/4

Characterizing the SLOPE trade-off: A variational perspective and the Donoho–Tanner limit

The Annals of Statistics

Zhiqi Bu

Jason Klusowski

Cynthia Rush

Weijie J Su

2023

A non-asymptotic analysis of generalized approximate message passing algorithms with right rotationally invariant designs

arXiv preprint arXiv:2302.00088

Collin Cademartori

Cynthia Rush

2023/1/31

Rigorous state evolution analysis for approximate message passing with side information

IEEE Transactions on Information Theory

Hangjin Liu

Cynthia Rush

Dror Baron

2022/11/9

On the robustness to misspecification of α-posteriors and their variational approximations

Journal of Machine Learning Research

Marco Avella Medina

José Luis Montiel Olea

Cynthia Rush

Amilcar Velez

2022

A unifying tutorial on approximate message passing

Foundations and Trends® in Machine Learning

Oliver Y Feng

Ramji Venkataramanan

Cynthia Rush

Richard J Samworth

2022/5/29

Is it easier to count communities than find them?

arXiv preprint arXiv:2212.10872

Cynthia Rush

Fiona Skerman

Alexander S Wein

Dana Yang

2022/12/21

Entropic central limit theorem for order statistics

IEEE Transactions on Information Theory

Martina Cardone

Alex Dytso

Cynthia Rush

2022/11/3

Near-optimal coding for many-user multiple access channels

IEEE Journal on Selected Areas in Information Theory

Kuan Hsieh

Cynthia Rush

Ramji Venkataramanan

2022/3/11

Entropic CLT for order statistics

Martina Cardone

Alex Dytso

Cynthia Rush

2022/6/26

An integrated program of computer-presented and physical cognitive training exercises for children with attention-deficit/hyperactivity disorder

Psychological medicine

Bruce E Wexler

Lawrence A Vitulano

Christina Moore

Liliya Katsovich

Stephanie D Smith

...

2021/7

On the Robustness to Misspecification of -Posteriors and Their Variational Approximations

arXiv e-prints

Marco Avella Medina

José Luis Montiel Olea

Cynthia Rush

Amilcar Velez

2021/4

Unsourced random access with coded compressed sensing: Integrating AMP and belief propagation

IEEE Transactions on Information Theory

Vamsi K Amalladinne

Asit Kumar Pradhan

Cynthia Rush

Jean-Francois Chamberland

Krishna R Narayanan

2021/12/16

The most informative order statistic and its application to image denoising

arXiv preprint arXiv:2101.11667

Alex Dytso

Martina Cardone

Cynthia Rush

2021/1/27

Capacity-achieving spatially coupled sparse superposition codes with AMP decoding

IEEE Transactions on Information Theory

Cynthia Rush

Kuan Hsieh

Ramji Venkataramanan

2021/5/26

Information Theoretic Approach to L-Estimators

Alex Dytso

Martina Cardone

Cynthia Rush

2021/10/31

Measuring dependencies of order statistics: An information theoretic perspective

Alex Dytso

Martina Cardone

Cynthia Rush

2021/4/11

On approximate message passing for unsourced access with coded compressed sensing

Vamsi K Amalladinne

Asit Kumar Pradhan

Cynthia Rush

Jean-Francois Chamberland

Krishna R Narayanan

2020/6/21

See List of Professors in Cynthia Rush University(Columbia University in the City of New York)

Co-Authors

H-index: 33
Dror Baron

Dror Baron

North Carolina State University

H-index: 24
Weijie Su

Weijie Su

University of Pennsylvania

H-index: 20
Markus Iseli, PhD EE

Markus Iseli, PhD EE

University of California, Los Angeles

H-index: 20
Ramji Venkataramanan

Ramji Venkataramanan

University of Cambridge

H-index: 15
Alex Dytso

Alex Dytso

New Jersey Institute of Technology

H-index: 11
Martina Cardone

Martina Cardone

University of Minnesota-Twin Cities

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