Robi Polikar

Robi Polikar

Rowan University

H-index: 47

North America-United States

About Robi Polikar

Robi Polikar, With an exceptional h-index of 47 and a recent h-index of 25 (since 2020), a distinguished researcher at Rowan University, specializes in the field of machine learning, adversarial machine learning, incremental continual and lifelong learning, concept drift, biomedical signal pr.

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

Semi-Supervised and Incremental Sequence Analysis for Taxonomic Classification

Beyond Instance-Dependent Noise: Generalizing Noisy Label Modeling to Multiple Labeler Dependence

Complet+: a computationally scalable method to improve completeness of large-scale protein sequence clustering

Adversary Aware Continual Learning

Semi-supervised and Incremental VSEARCH for Metagenomic Classification

Contributor-Aware Defenses Against Adversarial Backdoor Attacks

False memory formation in continual learners through imperceptible backdoor trigger

Incremental & Semi-Supervised Learning for Functional Analysis of Protein Sequences

Robi Polikar Information

University

Position

Professor of Electrical and Computer Engineering Glassboro NJ USA

Citations(all)

14748

Citations(since 2020)

6156

Cited By

11265

hIndex(all)

47

hIndex(since 2020)

25

i10Index(all)

119

i10Index(since 2020)

61

Email

University Profile Page

Google Scholar

Robi Polikar Skills & Research Interests

machine learning

adversarial machine learning

incremental continual and lifelong learning

concept drift

biomedical signal pr

Top articles of Robi Polikar

Semi-Supervised and Incremental Sequence Analysis for Taxonomic Classification

2023/12/5

Gail Rosen
Gail Rosen

H-Index: 19

Robi Polikar
Robi Polikar

H-Index: 26

Beyond Instance-Dependent Noise: Generalizing Noisy Label Modeling to Multiple Labeler Dependence

Authorea Preprints

2023/10/30

Glenn Dawson
Glenn Dawson

H-Index: 1

Robi Polikar
Robi Polikar

H-Index: 26

Complet+: a computationally scalable method to improve completeness of large-scale protein sequence clustering

PeerJ

2023/2/8

Robi Polikar
Robi Polikar

H-Index: 26

Adversary Aware Continual Learning

2023

Semi-supervised and Incremental VSEARCH for Metagenomic Classification

2022/12/4

Gail Rosen
Gail Rosen

H-Index: 19

Robi Polikar
Robi Polikar

H-Index: 26

Contributor-Aware Defenses Against Adversarial Backdoor Attacks

arXiv preprint arXiv:2206.03583

2022/5/28

False memory formation in continual learners through imperceptible backdoor trigger

arXiv preprint arXiv:2202.04479

2022/2/9

Muhammad Umer
Muhammad Umer

H-Index: 3

Robi Polikar
Robi Polikar

H-Index: 26

Incremental & Semi-Supervised Learning for Functional Analysis of Protein Sequences

2021/12/5

Robi Polikar
Robi Polikar

H-Index: 26

Incremental and semi-supervised learning of 16S-rRNA genes for taxonomic classification

2021/12/5

Adversarial targeted forgetting in regularization and generative based continual learning models

2021/7/18

Muhammad Umer
Muhammad Umer

H-Index: 3

Robi Polikar
Robi Polikar

H-Index: 26

Opinionrank: Extracting ground truth labels from unreliable expert opinions with graph-based spectral ranking

2021/7/18

Glenn Dawson
Glenn Dawson

H-Index: 1

Robi Polikar
Robi Polikar

H-Index: 26

Rethinking noisy label models: Labeler-dependent noise with adversarial awareness

arXiv preprint arXiv:2105.14083

2021/5/28

Glenn Dawson
Glenn Dawson

H-Index: 1

Robi Polikar
Robi Polikar

H-Index: 26

Comparative analysis of extreme verification latency learning algorithms

arXiv preprint arXiv:2011.14917

2020/11/26

Muhammad Umer
Muhammad Umer

H-Index: 3

Robi Polikar
Robi Polikar

H-Index: 26

Trajectory design of an Aircraft for Circular Motion

2020/10/9

Petia Georgieva
Petia Georgieva

H-Index: 13

Robi Polikar
Robi Polikar

H-Index: 26

Tilt and Rotation Motion Control System for Solar Panel

2020/10/1

Robi Polikar
Robi Polikar

H-Index: 26

Petia Georgieva
Petia Georgieva

H-Index: 13

Machine learning analysis of digital clock drawing test performance for differential classification of mild cognitive impairment subtypes versus Alzheimer’s disease

Journal of the International Neuropsychological Society

2020/8

Targeted forgetting and false memory formation in continual learners through adversarial backdoor attacks

2020/7/19

See List of Professors in Robi Polikar University(Rowan University)

Co-Authors

academic-engine