Jayaram Raghuram

Jayaram Raghuram

University of Wisconsin-Madison

H-index: 8

North America-United States

Contact Jayaram Raghuram

About Jayaram Raghuram

Jayaram Raghuram, With an exceptional h-index of 8 and a recent h-index of 7 (since 2020), a distinguished researcher at University of Wisconsin-Madison, specializes in the field of Machine learning, Secure and Robust ML, Adversarial ML, ML for communication.

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

Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning Based Bandwidth-Adaptive Compression

Concept-based Explanations for Out-of-Distribution Detectors

Stratified Adversarial Robustness with Rejection

The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning

Few-Shot Domain Adaptation For End-to-End Communication

The Trade-off between Label Efficiency and Universality of Representations from Contrastive Learning

A general framework for detecting anomalous inputs to DNN classifiers

Jayaram Raghuram Information

University	University of Wisconsin-Madison
Position	___
Citations(all)	521
Citations(since 2020)	277
Cited By	373
hIndex(all)	8
hIndex(since 2020)	7
i10Index(all)	5
i10Index(since 2020)	4
Email	Access Email
University Profile Page	University of Wisconsin-Madison
Google Scholar	View Google Scholar Profile

Jayaram Raghuram Skills & Research Interests

Machine learning

Secure and Robust ML

Adversarial ML

ML for communication

Top articles of Jayaram Raghuram

Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning Based Bandwidth-Adaptive Compression

2024

Daniel Koch

H-Index: 7

Jayaram Raghuram

H-Index: 4

Bhuvana Krishnaswamy

H-Index: 6

Suman Banerjee

H-Index: 15

Concept-based Explanations for Out-of-Distribution Detectors

2023

Jihye Choi

H-Index: 5

Jayaram Raghuram

H-Index: 4

Ryan Feng

H-Index: 3

Jiefeng Chen

H-Index: 5

Somesh Jha

H-Index: 51

Atul Prakash

H-Index: 23

Stratified Adversarial Robustness with Rejection

2023

Jiefeng Chen

H-Index: 5

Jayaram Raghuram

H-Index: 4

Jihye Choi

H-Index: 5

Xi Wu

H-Index: 4

Yingyu Liang

H-Index: 25

Somesh Jha

H-Index: 51

The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning

2023

Jiefeng Chen

H-Index: 5

Jayaram Raghuram

H-Index: 4

Xi Wu

H-Index: 4

Yingyu Liang

H-Index: 25

Somesh Jha

H-Index: 51

Few-Shot Domain Adaptation For End-to-End Communication

arXiv preprint arXiv:2108.00874

2021/8/2

Jayaram Raghuram

H-Index: 4

Yijing Zeng

H-Index: 3

Somesh Jha

H-Index: 51

Suman Banerjee

H-Index: 15

The Trade-off between Label Efficiency and Universality of Representations from Contrastive Learning

2022

Jiefeng Chen

H-Index: 5

Jayaram Raghuram

H-Index: 4

Xi Wu

H-Index: 4

Yingyu Liang

H-Index: 25

Somesh Jha

H-Index: 51

A general framework for detecting anomalous inputs to DNN classifiers

2021/7/1

Jayaram Raghuram

H-Index: 4

Varun Chandrasekaran

H-Index: 6

Somesh Jha

H-Index: 51

Suman Banerjee

H-Index: 15

See List of Professors in Jayaram Raghuram University(University of Wisconsin-Madison)

Co-Authors

H-index: 86

Somesh Jha — Somesh Jha
University of Wisconsin-Madison

Visit Somesh Jha Page

H-index: 64

Suman Banerjee — Suman Banerjee
University of Wisconsin-Madison

Visit Suman Banerjee Page

H-index: 63

Anna Scaglione — Anna Scaglione
Arizona State University

Visit Anna Scaglione Page

H-index: 61

David Miller — David Miller
Penn State University

Visit David Miller Page

H-index: 53

Yue Wang — Yue Wang
Virginia Polytechnic Institute and State University

Visit Yue Wang Page

H-index: 51

Atul Prakash — Atul Prakash
University of Michigan

Visit Atul Prakash Page

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