George Atia

George Atia

University of Central Florida

H-index: 22

North America-United States

About George Atia

George Atia, With an exceptional h-index of 22 and a recent h-index of 15 (since 2020), a distinguished researcher at University of Central Florida, specializes in the field of Machine Learning, Explainable AI, Robust Learning and Inference, Statistical Signal Processing.

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

Adversarial Domain Adaptation for Classification with Nested Dichotomies

Exploring The Predictive Capabilities of AlphaFold Using Adversarial Protein Sequences

A Discriminative Approach To Unsupervised Domain Adaptation in Coarse-To-Fine Classifiers

Fooling the big picture in classification tasks

Scalable and robust tensor ring decomposition for large-scale data

Distributionally Robust Domain Adaptation

Optimal Deterministic Controller Synthesis from Steady-State Distributions

Robust average-reward Markov decision processes

George Atia Information

University

Position

Associate Professor

Citations(all)

2370

Citations(since 2020)

1153

Cited By

1794

hIndex(all)

22

hIndex(since 2020)

15

i10Index(all)

50

i10Index(since 2020)

28

Email

University Profile Page

University of Central Florida

Google Scholar

View Google Scholar Profile

George Atia Skills & Research Interests

Machine Learning

Explainable AI

Robust Learning and Inference

Statistical Signal Processing

Top articles of George Atia

Title

Journal

Author(s)

Publication Date

Adversarial Domain Adaptation for Classification with Nested Dichotomies

Akram Heidarizadeh

George Atia

2024/4/14

Exploring The Predictive Capabilities of AlphaFold Using Adversarial Protein Sequences

IEEE Transactions on Artificial Intelligence

Ismail R Alkhouri

Sumit Jha

Andre Beckus

George Atia

Susmit Jha

...

2024/1/15

A Discriminative Approach To Unsupervised Domain Adaptation in Coarse-To-Fine Classifiers

Ismail R Alkhouri

Akram S Awad

Connor Hatfield

George K Atia

2023/9/17

Fooling the big picture in classification tasks

Circuits, Systems, and Signal Processing

Ismail Alkhouri

George Atia

Wasfy Mikhael

2023/4

Scalable and robust tensor ring decomposition for large-scale data

Yicong He

George K Atia

2023/7/2

Distributionally Robust Domain Adaptation

Akram S Awad

George K Atia

2023/9/17

Optimal Deterministic Controller Synthesis from Steady-State Distributions

Journal of Automated Reasoning

Alvaro Velasquez

Ismail Alkhouri

K Subramani

Piotr Wojciechowski

George Atia

2023/3

Robust average-reward Markov decision processes

Proceedings of the AAAI Conference on Artificial Intelligence

Yue Wang

Alvaro Velasquez

George Atia

Ashley Prater-Bennette

Shaofeng Zou

2023/6/26

Model-free robust average-reward reinforcement learning

Yue Wang

Alvaro Velasquez

George K Atia

Ashley Prater-Bennette

Shaofeng Zou

2023/7/3

On the robustness of AlphaFold: a COVID-19 case study

arXiv preprint arXiv:2301.04093

Ismail Alkhouri

Sumit Jha

Andre Beckus

George Atia

Alvaro Velasquez

...

2023/1/10

Imperceptible Attacks on Fault Detection and Diagnosis Systems in Smart Buildings

IEEE Transactions on Industrial Informatics

Ismail R Alkhouri

Akram S Awad

Qun Z Sun

George K Atia

2023/6/21

A Non-Targeted Attack Approach for the Coarse Misclassification Problem

Ismail R Alkhouri

Alvaro Velasquez

George Atia

2023/6/18

Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning

arXiv preprint arXiv:2310.19137

Suraj Singireddy

Andre Beckus

George Atia

Sumit Jha

Alvaro Velasquez

2023/10/29

Robust and Parallelizable Tensor Completion Based on Tensor Factorization and Maximum Correntropy Criterion

Yicong He

George K Atia

2023/6/4

On the coarse robustness of classifiers

Ismail R Alkhouri

Stanley Bak

Alvaro Velasquez

George K Atia

2022/10/31

2021 Index IEEE Transactions on Cloud Computing Vol. 9

IEEE Transactions on Cloud Computing

A Abbas

A Agarwal

V Aggarwal

N Ahmad

F Ahmed

...

2022/1

Synthesis of Adversarial Samples in Two-Stage Classifiers

Ismail R Alkhouri

Alvaro Velasquez

George K Atia

2022

Patch tracking-based streaming tensor ring completion for visual data recovery

IEEE Transactions on Circuits and Systems for Video Technology

Yicong He

George K Atia

2022/7/13

Structured Model Selection for Recovery of Sparse Representations in Nested Periodic Dictionaries

Pouria Saidi

George K Atia

2022/10/31

Multi-mode tensor space clustering based on low-tensor-rank representation

Proceedings of the AAAI Conference on Artificial Intelligence

Yicong He

George K Atia

2022/6/28

See List of Professors in George Atia University(University of Central Florida)

Co-Authors

H-index: 111
Andreas F. Molisch

Andreas F. Molisch

University of Southern California

H-index: 62
Venugopal V. Veeravalli

Venugopal V. Veeravalli

University of Illinois at Urbana-Champaign

H-index: 53
Venkatesh Saligrama

Venkatesh Saligrama

Boston University

H-index: 47
Necati Catbas

Necati Catbas

University of Central Florida

H-index: 43
Anant SAHAI

Anant SAHAI

University of California, Berkeley

H-index: 38
Vincent Y. F. Tan

Vincent Y. F. Tan

National University of Singapore

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