Adrian Barbu

Adrian Barbu

Florida State University

H-index: 33

North America-United States

About Adrian Barbu

Adrian Barbu, With an exceptional h-index of 33 and a recent h-index of 20 (since 2020), a distinguished researcher at Florida State University, specializes in the field of Machine Learning, Computer Vision, Medical Imaging.

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

Hierarchical Classification for Large-Scale Learning

Systems and methods for automatically extracting information from text data

Slow kill for big data learning

Training a two-layer relu network analytically

Reliable Classification using Compact Support Probabilistic PCA

Machine-learning of piezoelectric coefficients for wurtzite crystals

Feature Selection for Forecasting

Online feature screening for data streams with concept drift

Adrian Barbu Information

University

Position

Professor

Citations(all)

4321

Citations(since 2020)

1633

Cited By

3383

hIndex(all)

33

hIndex(since 2020)

20

i10Index(all)

61

i10Index(since 2020)

40

Email

University Profile Page

Florida State University

Google Scholar

View Google Scholar Profile

Adrian Barbu Skills & Research Interests

Machine Learning

Computer Vision

Medical Imaging

Top articles of Adrian Barbu

Title

Journal

Author(s)

Publication Date

Hierarchical Classification for Large-Scale Learning

Electronics

Boshi Wang

Adrian Barbu

2023/11/14

Systems and methods for automatically extracting information from text data

2023/6/1

Slow kill for big data learning

IEEE Transactions on Information Theory

Yiyuan She

Jiahui Shen

Adrian Barbu

2023/5/4

Training a two-layer relu network analytically

Sensors

Adrian Barbu

2023/4/18

Reliable Classification using Compact Support Probabilistic PCA

Jason Zhang

Adrian Barbu

2023/12/15

Machine-learning of piezoelectric coefficients for wurtzite crystals

Materials and Manufacturing Processes

Sukriti Manna

Mingyuan Wang

Adrian Barbu

Cristian V Ciobanu

2023/12/10

Feature Selection for Forecasting

arXiv preprint arXiv:2303.02223

Hakan Pabuccu

Adrian Barbu

2023/3/3

Online feature screening for data streams with concept drift

IEEE Transactions on Knowledge and Data Engineering

Mingyuan Wang

Adrian Barbu

2022/12/28

Scalable Learning with Incremental Probabilistic PCA

Boshi Wang

Adrian Barbu

2022/12/17

A Study of Shape Modeling Against Noise

Cheng Long

Adrian Barbu

2022/10/16

Fast 3D Liver Segmentation Using a Trained Deep Chan-Vese Model

Electronics

Orhan Akal

Adrian Barbu

2022/10/14

Compact support neural network

2022/4/21

The compact support neural network

Sensors

Adrian Barbu

Hongyu Mou

2021/12/20

Learning Nonlinear Feature Interactions in the Data Starved Regime

Adrian Barbu

2021/3/28

Swendsen-Wang Algorithm

Adrian Barbu

Song-Chun Zhu

2021/10/13

A novel framework for online supervised learning with feature selection

Online Learning

Lizhe Sun

Adrian Barbu

2021/1/9

Network pruning via annealing and direct sparsity control

Yangzi Guo

Yiyuan She

Adrian Barbu

2021/7/18

A study of local optima for learning feature interactions using neural networks

Yangzi Guo

Ying Nian Wu

Adrian Barbu

2021/7/18

Predicting Lane Change Decision Making with Compact Support

Hua Huang

Adrian Barbu

2021/7/11

Metropolis Methods and Variants

Monte Carlo Methods

Adrian Barbu

Song-Chun Zhu

Adrian Barbu

Song-Chun Zhu

2020

See List of Professors in Adrian Barbu University(Florida State University)

Co-Authors

H-index: 95
song-chun zhu

song-chun zhu

University of California, Los Angeles

H-index: 73
Zhuowen Tu

Zhuowen Tu

University of California, San Diego

H-index: 57
Le Lu

Le Lu

Johns Hopkins University

H-index: 23
John Sobanjo

John Sobanjo

Florida State University

H-index: 18
Yiyuan She

Yiyuan She

Florida State University

H-index: 7
Sylvester K Inkoom

Sylvester K Inkoom

Florida State University

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