Nikolaos Sidiropoulos

Nikolaos Sidiropoulos

University of Virginia

H-index: 71

North America-United States

About Nikolaos Sidiropoulos

Nikolaos Sidiropoulos, With an exceptional h-index of 71 and a recent h-index of 47 (since 2020), a distinguished researcher at University of Virginia, specializes in the field of Signal Processing, Communications, Data Science, Tensor Decomposition, Machine Learning.

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

Multivariate Density Estimation Using Low-Rank Fejér-Riesz Factorization

Binary Signal Alignment: Optimal Solution is Polynomial-Time and Linear-Time Solution is Quasi-Optimal

Underlay scheme for short-range secondary communication

Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining

Robust tensor completion via capped Frobenius norm

Harnessing the Power of Repetition Structure in Ultra-Narrowband IoT

Clustering on the Stiefel Manifold with Symmetric Block Term Decomposition

Author Correction: The evolutionary history of 2,658 cancers (Nature,(2020), 578, 7793,(122-128), 10.1038/s41586-019-1907-7)

Nikolaos Sidiropoulos Information

University

University of Virginia

Position

Louis T. Rader Professor and Chair Electrical & Computer Engineering

Citations(all)

25083

Citations(since 2020)

11266

Cited By

18727

hIndex(all)

71

hIndex(since 2020)

47

i10Index(all)

230

i10Index(since 2020)

145

Email

University Profile Page

University of Virginia

Nikolaos Sidiropoulos Skills & Research Interests

Signal Processing

Communications

Data Science

Tensor Decomposition

Machine Learning

Top articles of Nikolaos Sidiropoulos

Title

Journal

Author(s)

Publication Date

Multivariate Density Estimation Using Low-Rank Fejér-Riesz Factorization

Paris A Karakasis

Nicholas D Sidiropoulos

2024/4/14

Binary Signal Alignment: Optimal Solution is Polynomial-Time and Linear-Time Solution is Quasi-Optimal

Spyridon Peppas

Nicholas D Sidiropoulos

2024/4/14

Underlay scheme for short-range secondary communication

2024/4/11

Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining

Proceedings of the AAAI Conference on Artificial Intelligence

Aritra Konar

Nicholas D Sidiropoulos

2024/3/24

Robust tensor completion via capped Frobenius norm

IEEE Trans. Neural Netw. Learn. Syst.

Xiao Peng Li

Zhi-Yong Wang

Zhang-Lei Shi

Hing Cheung So

Nicholas D Sidiropoulos

2023/1/23

Harnessing the Power of Repetition Structure in Ultra-Narrowband IoT

Spyridon Peppas

Paris A Karakasis

Nicholas D Sidiropoulos

Danijela Cabric

2023/9/25

Clustering on the Stiefel Manifold with Symmetric Block Term Decomposition

Paris A Karakasis

Nicholas D Sidiropoulos

2023/12/10

Author Correction: The evolutionary history of 2,658 cancers (Nature,(2020), 578, 7793,(122-128), 10.1038/s41586-019-1907-7)

Nature

Moritz Gerstung

Clemency Jolly

Ignaty Leshchiner

Stefan C Dentro

Santiago Gonzalez

...

2023/2/16

Correction to: TurboLift: fast accuracy lifting for historical data recovery

The VLDB Journal

Fan Yang

Faisal M Almutairi

Hyun Ah Song

Christos Faloutsos

Nicholas D Sidiropoulos

...

2023/7/7

Minimizing low-rank models of high-order tensors: Hardness, span, tight relaxation, and applications

IEEE Transactions on Signal Processing

Nicholas D Sidiropoulos

Paris A Karakasis

Aritra Konar

2023/12/4

Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation

Ravdeep S Pasricha

Uday Singh Saini

Nicholas D Sidiropoulos

Fei Fang

Kevin Chan

...

2023

On high-dimensional and low-rank tensor bandits

Chengshuai Shi

Cong Shen

Nicholas D Sidiropoulos

2023/6/25

Revisiting Deep Generalized Canonical Correlation Analysis

IEEE Transactions on Signal Processing

Paris A Karakasis

Nicholas D Sidiropoulos

2023/11/21

Few-Shot Classification Using Tensor Completion

Anastasia Aidini

Grigorios Tsagkatakis

Nicholas D Sidiropoulos

Panagiotis Tsakalides

2023/10/29

Radio-Astronomy Imaging and Interference Excision Using Tensor Decomposition and Canonical Correlation Analysis

Mikael Sørensen

Nicholas D Sidiropoulos

2023/6/4

Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools

Magda Amiridi

Cheng Qian

Nicholas D Sidiropoulos

Lucas M Glass

2023/6/4

A link between Multiuser MMSE and Canonical Correlation Analysis

IEEE Wireless Communications Letters

Mohamed Salah Ibrahim

Paris A Karakasis

Nicholas D Sidiropoulos

2023/9/26

A simple and practical underlay scheme for short-range secondary communication

IEEE Transactions on Wireless Communications

Mohamed Salah Ibrahim

Paris A Karakasis

Nicholas D Sidiropoulos

2022/6/20

A novel linear precoder design for reliable UL/DL detection in TDD cellular networks

IEEE Transactions on Communications

Mohamed Salah Ibrahim

Ahmed Hussain

Nicholas D Sidiropoulos

2022/10/26

Multisubject task-related fMRI data processing via a two-stage generalized canonical correlation analysis

IEEE Transactions on Image Processing

Paris A Karakasis

Athanasios P Liavas

Nicholas D Sidiropoulos

Panagiotis G Simos

Efrosini Papadaki

2022/5/19

See List of Professors in Nikolaos Sidiropoulos University(University of Virginia)

Nikolaos Sidiropoulos FAQs

What is Nikolaos Sidiropoulos's h-index at University of Virginia?

The h-index of Nikolaos Sidiropoulos has been 47 since 2020 and 71 in total.

What are Nikolaos Sidiropoulos's top articles?

The articles with the titles of

Multivariate Density Estimation Using Low-Rank Fejér-Riesz Factorization

Binary Signal Alignment: Optimal Solution is Polynomial-Time and Linear-Time Solution is Quasi-Optimal

Underlay scheme for short-range secondary communication

Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining

Robust tensor completion via capped Frobenius norm

Harnessing the Power of Repetition Structure in Ultra-Narrowband IoT

Clustering on the Stiefel Manifold with Symmetric Block Term Decomposition

Author Correction: The evolutionary history of 2,658 cancers (Nature,(2020), 578, 7793,(122-128), 10.1038/s41586-019-1907-7)

...

are the top articles of Nikolaos Sidiropoulos at University of Virginia.

What are Nikolaos Sidiropoulos's research interests?

The research interests of Nikolaos Sidiropoulos are: Signal Processing, Communications, Data Science, Tensor Decomposition, Machine Learning

What is Nikolaos Sidiropoulos's total number of citations?

Nikolaos Sidiropoulos has 25,083 citations in total.

What are the co-authors of Nikolaos Sidiropoulos?

The co-authors of Nikolaos Sidiropoulos are Georgios B. Giannakis, Christos Faloutsos, Rasmus Bro, Leandros Tassiulas, Alex B. Gershman (1962-2011), John S. Baras.

Co-Authors

H-index: 160
Georgios  B. Giannakis

Georgios B. Giannakis

University of Minnesota-Twin Cities

H-index: 151
Christos Faloutsos

Christos Faloutsos

Carnegie Mellon University

H-index: 84
Rasmus Bro

Rasmus Bro

Københavns Universitet

H-index: 83
Leandros Tassiulas

Leandros Tassiulas

Yale University

H-index: 63
Alex B. Gershman (1962-2011)

Alex B. Gershman (1962-2011)

Technische Universität Darmstadt

H-index: 61
John S. Baras

John S. Baras

University of Maryland

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