Antonios Alexos

Antonios Alexos

University of California, Irvine

H-index: 4

North America-United States

About Antonios Alexos

Antonios Alexos, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of Deep Learning, Machine Learning, Neural Networks, Attention, Speech Synthesis.

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

Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems

Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data

FastStitch: Speech editing by hitch-hiking a pre-trained FastSpeech2 model

AttentionStitch: How Attention Solves the Speech Editing Problem

Structured Stochastic Gradient MCMC

Structured Stochastic Gradient MCMC: a hybrid VI and MCMC approach

Local competition and stochasticity for adversarial robustness in deep learning

Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative

Antonios Alexos Information

University

Position

___

Citations(all)

42

Citations(since 2020)

42

Cited By

9

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Antonios Alexos Skills & Research Interests

Deep Learning

Machine Learning

Neural Networks

Attention

Speech Synthesis

Top articles of Antonios Alexos

Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems

arXiv preprint arXiv:2403.10596

2024/3/15

Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data

arXiv preprint arXiv:2312.10553

2023/12/16

FastStitch: Speech editing by hitch-hiking a pre-trained FastSpeech2 model

2023/11/3

Antonios Alexos
Antonios Alexos

H-Index: 2

Pierre Baldi
Pierre Baldi

H-Index: 75

AttentionStitch: How Attention Solves the Speech Editing Problem

2023

Antonios Alexos
Antonios Alexos

H-Index: 2

Pierre Baldi
Pierre Baldi

H-Index: 75

Structured Stochastic Gradient MCMC

2022/6/28

Antonios Alexos
Antonios Alexos

H-Index: 2

Stephan Mandt
Stephan Mandt

H-Index: 21

Structured Stochastic Gradient MCMC: a hybrid VI and MCMC approach

2022/1/29

Local competition and stochasticity for adversarial robustness in deep learning

2021/3/18

Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative

2020/7/15

Antonios Alexos
Antonios Alexos

H-Index: 2

Physical activity as a risk factor in the progression of osteoarthritis: a machine learning perspective

2020

Antonios Alexos
Antonios Alexos

H-Index: 2

See List of Professors in Antonios Alexos University(University of California, Irvine)

Co-Authors

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