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Nicholas D. Sidiropoulos
Full Professor, Electrical and Computer Engineering, University of Virginia
Joined
July 2019
Names
Nicholas D. Sidiropoulos
(Preferred)
,
Nikolaos Sidiropoulos
,
Nicholas D Sidiropoulos
,
Nikos D. Sidiropoulos
,
Nikolas D. Sidiropoulos
,
Nikolaos D. Sidiropoulos
Emails
****@virginia.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
Electrical and Computer Engineering,
University of Virginia
(virginia.edu)
2017
–
Present
Full Professor
Electrical and Computer Engineering,
University of Minnesota, Minneapolis
(umn.edu)
2011
–
2017
Advisors, Relations & Conflicts
PhD Advisor
John Baras
Present
PhD Advisor
Carlos Alberto Berenstein
Present
Expertise
signal processing
Present
tensor decomposition
Present
data mining
Present
machine learning
Present
graph mining
Present
Publications
The Vertex-Attribute-Constrained Densest $k$-Subgraph Problem
Qiheng Lu
,
Nicholas D. Sidiropoulos
,
Aritra Konar
Accepted by TMLR
Readers:
Everyone
Fairness-Aware Dense Subgraph Discovery
Emmanouil Kariotakis
,
Nicholas D. Sidiropoulos
,
Aritra Konar
Greeks in AI 2025 Poster
Readers:
Everyone
Fairness-Aware Dense Subgraph Discovery
Emmanouil Kariotakis
,
Nicholas D Sidiropoulos
,
Aritra Konar
Accepted by TMLR
Readers:
Everyone
Robust Tensor Completion via Capped Frobenius Norm
Xiao Peng Li
,
Zhi-Yong Wang
,
Zhanglei Shi
,
Hing Cheung So
,
Nicholas D. Sidiropoulos
IEEE Trans. Neural Networks Learn. Syst. 2024
Readers:
Everyone
A Link Between Multiuser MMSE and Canonical Correlation Analysis
Mohamed Salah Ibrahim
,
Paris A. Karakasis
,
Nicholas D. Sidiropoulos
IEEE Wirel. Commun. Lett. 2024
Readers:
Everyone
Binary Signal Alignment: Optimal Solution is Polynomial-Time and Linear-Time Solution is Quasi-Optimal
Spyridon Peppas
,
Nicholas D. Sidiropoulos
ICASSP 2024
Readers:
Everyone
On Densest-Subgraph Mining and Diagonal Loading
Qiheng Lu
,
Nicholas D. Sidiropoulos
,
Aritra Konar
CoRR 2024
Readers:
Everyone
Multivariate Density Estimation Using Low-Rank Fejér-Riesz Factorization
Paris A. Karakasis
,
Nicholas D. Sidiropoulos
ICASSP 2024
Readers:
Everyone
Correction to: TurboLift: fast accuracy lifting for historical data recovery
Fan Yang
,
Faisal M. Almutairi
,
Hyun Ah Song
,
Christos Faloutsos
,
Nicholas D. Sidiropoulos
,
Vladimir Zadorozhny
VLDB J. 2024
Readers:
Everyone
Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining
Aritra Konar
,
Nicholas D. Sidiropoulos
AAAI 2024
Readers:
Everyone
View all 404 publications
Co-Authors
A. Swamiy
Abdelhak M. Zoubir
Abhay Harpale
Aggelos Bletsas
Ahmed Abdelkader
Ahmed Hussain
Ahmed S. Zamzam
Alan C. Bovik
Alejandro Ribeiro
Alex B. Gershman
Alexandros Biliris
Alexandros Potamianos
Alexandros Valyrakis
Alona Fyshe
Amin Emad
Amir Leshem
Ana I. Pérez-Neira
Ananthram Swami
Anastasia Aidini
Anastasios Kyrillidis
Anastasios Stamoulis
Anthony Man-Cho So
Arindam Banerjee
Aritra Konar
Athanasios P. Liavas
View all 201 co-authors