Dror Baron

Dror Baron

North Carolina State University

H-index: 33

North America-United States

About Dror Baron

Dror Baron, With an exceptional h-index of 33 and a recent h-index of 20 (since 2020), a distinguished researcher at North Carolina State University, specializes in the field of information theory, signal processing, compressed sensing.

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

Maximum Likelihood Quantum Error Mitigation for Algorithms with a Single Correct Output

Generative Adversarial Network Based Adaptive Transmitter Modeling

Thermal estimation for 3D-ICs through generative networks

Gradient obfuscation gives a false sense of security in federated learning

Group testing with side information via generalized approximate message passing

RxGAN: Modeling high-speed receiver through generative adversarial networks

Neural tangent kernel empowered federated learning

Modeling of adaptive receiver performance using generative adversarial networks

Dror Baron Information

University

Position

___

Citations(all)

8427

Citations(since 2020)

1853

Cited By

7366

hIndex(all)

33

hIndex(since 2020)

20

i10Index(all)

65

i10Index(since 2020)

34

Email

University Profile Page

North Carolina State University

Google Scholar

View Google Scholar Profile

Dror Baron Skills & Research Interests

information theory

signal processing

compressed sensing

Top articles of Dror Baron

Title

Journal

Author(s)

Publication Date

Maximum Likelihood Quantum Error Mitigation for Algorithms with a Single Correct Output

arXiv preprint arXiv:2402.11830

Dror Baron

Hrushikesh Pramod Patil

Huiyang Zhou

2024/2/19

Generative Adversarial Network Based Adaptive Transmitter Modeling

Priyank Kashyap

Prasanth Prabu Ravichandiran

Dror Baron

Chau-Wai Wong

Tianfu Wu

...

2023/5/30

Thermal estimation for 3D-ICs through generative networks

Priyank Kashyap

Prasanth P Ravichandiran

Lee Wang

Dror Baron

Chau-Wai Wong

...

2023/5/10

Gradient obfuscation gives a false sense of security in federated learning

Kai Yue

Richeng Jin

Chau-Wai Wong

Dror Baron

Huaiyu Dai

2023

Group testing with side information via generalized approximate message passing

IEEE Transactions on Signal Processing

Shu-Jie Cao

Ritesh Goenka

Chau-Wai Wong

Ajit Rajwade

Dror Baron

2023/6/22

RxGAN: Modeling high-speed receiver through generative adversarial networks

Priyank Kashyap

Archit Gajjar

Yongjin Choi

Chau-Wai Wong

Dror Baron

...

2022/9/12

Neural tangent kernel empowered federated learning

Kai Yue

Richeng Jin

Ryan Pilgrim

Chau-Wai Wong

Dror Baron

...

2022/6/28

Modeling of adaptive receiver performance using generative adversarial networks

Priyank Kashyap

Yongjin Choi

Sumon Dey

Dror Baron

Chau-Wai Wong

...

2022/5/31

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

Mismatched Estimation in the Distance Geometry Problem

Mahmoud Abdelkhalek

Dror Baron

Chau-Wai Wong

2022/10/31

Contact tracing information improves the performance of group testing algorithms

arXiv preprint arXiv:2106.02699

Ritesh Goenka

Shu-Jie Cao

Chau-Wai Wong

Ajit Rajwade

Dror Baron

2021/6/4

High speed receiver modeling using generative adversarial networks

Priyank Kashyap

W Shepherd Pitts

Dror Baron

Chau-Wai Wong

Tianfu Wu

...

2021/10/17

Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions

Yanting Ma

Min Kang

Jack W Silverstein

Dror Baron

2021/7/12

Contact tracing enhances the efficiency of COVID-19 group testing

Ritesh Goenka

Shu-Jie Cao

Chau-Wai Wong

Ajit Rajwade

Dror Baron

2021/6/6

mmWave channel estimation via approximate message passing with side information

Dror Baron

Cynthia Rush

Yavuz Yapici

2020/5/26

Noisy pooled PCR for virus testing

arXiv preprint arXiv:2004.02689

Junan Zhu

Kristina Rivera

Dror Baron

2020/4/6

See List of Professors in Dror Baron University(North Carolina State University)

Co-Authors

H-index: 61
Joel A. Tropp

Joel A. Tropp

California Institute of Technology

H-index: 56
Michael B. Wakin

Michael B. Wakin

Colorado School of Mines

H-index: 50
Marco F. Duarte

Marco F. Duarte

University of Massachusetts Amherst

H-index: 37
Mark A. Davenport

Mark A. Davenport

Georgia Institute of Technology

H-index: 19
Chau-Wai Wong

Chau-Wai Wong

North Carolina State University

H-index: 15
Cynthia Rush

Cynthia Rush

Columbia University in the City of New York

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