Nikos D. Sidiropoulos

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 7

Top Topics

Dictionary Learning

Topological Map

Tensor Decomposition

Top Venues

Publications

Cheng Qian, Lucas Glass, Nikos D. Sidiropoulos
Triple Simplex Matrix Completion for Expense Forecasting. CoRR (2023)
Sirisha Rambhatla, Nikos D. Sidiropoulos, Jarvis D. Haupt
TensorMap: Lidar-Based Topological Mapping and Localization via Tensor Decompositions. CoRR (2019)
Martijn Boussé, Nikos D. Sidiropoulos, Lieven De Lathauwer
NLS Algorithm for Kronecker-Structured Linear Systems with a CPD Constrained Solution. EUSIPCO (2019)
Sirisha Rambhatla, Nikos D. Sidiropoulos, Jarvis D. Haupt
TensorMap: LIDAR-Based Topological Mapping and Localization via Tensor Decompositions. GlobalSIP (2018)
Haoran Sun, Xiangyi Chen, Qingjiang Shi, Mingyi Hong, Xiao Fu, Nikos D. Sidiropoulos
Learning to Optimize: Training Deep Neural Networks for Wireless Resource Management. CoRR (2017)
Haoran Sun, Xiangyi Chen, Qingjiang Shi, Mingyi Hong, Xiao Fu, Nikos D. Sidiropoulos
Learning to optimize: Training deep neural networks for wireless resource management. SPAWC (2017)
Kejun Huang, Xiao Fu, Nikos D. Sidiropoulos
Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm. NIPS (2016)
Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu
Translation Invariant Word Embeddings. EMNLP (2015)
Jarvis D. Haupt, Nikos D. Sidiropoulos, Georgios B. Giannakis
Sparse dictionary learning from 1-BIT data. ICASSP (2014)
J. H. Marcos, Nikos D. Sidiropoulos
Just compress and relax: Handling missing values in big tensor analysis. ISCCSP (2014)
Nikos D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos
A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP). ICASSP (2014)
Omar Mehanna, Nikos D. Sidiropoulos, Efthymios Tsakonas
Line spectrum estimation from broadband power detection bits. SPAWC (2013)
Kejun Huang, Nikos D. Sidiropoulos, A. Swamiy
NMF revisited: New uniqueness results and algorithms. ICASSP (2013)
Evaggelia Matskani, Nikos D. Sidiropoulos, Leandros Tassiulas
Convex approximation algorithms for back-pressure power control of wireless multi-hop networks. ICASSP (2011)
Eitan Sayag, Amir Leshem, Nikos D. Sidiropoulos
Finite Word Length Effects on Transmission Rate in Zero Forcing Linear Precoding for Multichannel DSL. IEEE Trans. Signal Process. 57 (4) (2009)
Eitan Sayag, Amir Leshem, Nikos D. Sidiropoulos
Finite Word Length Effects on Transmission Rate in Zero Forcing Linear Precoding for Multichannel DSL CoRR (2008)
Eleftherios Karipidis, Nikos D. Sidiropoulos, Zhi-Quan Luo
Quality of Service and Max-Min Fair Transmit Beamforming to Multiple Cochannel Multicast Groups. IEEE Trans. Signal Process. 56 (3) (2008)
Alejandro Ribeiro, Nikos D. Sidiropoulos, Georgios B. Giannakis, Yingqun Yu
Achieving Wireline Random Access Throughput in Wireless Networking Via User Cooperation. IEEE Trans. Inf. Theory 53 (2) (2007)
Alejandro Ribeiro, Georgios B. Giannakis, Zhi-Quan Luo, Nikos D. Sidiropoulos
Modelling and Optimization of Stochastic Routing for Wireless Multi-Hop Networks. INFOCOM (2007)
Georgios Latsoudas, Nikos D. Sidiropoulos
A Fast and Effective Multidimensional Scaling Approach for Node Localization in Wireless Sensor Networks. IEEE Trans. Signal Process. 55 (10) (2007)
Nikos D. Sidiropoulos, Timothy N. Davidson, Zhi-Quan Luo
Transmit beamforming for physical-layer multicasting. IEEE Trans. Signal Process. 54 (6-1) (2006)
Alejandro Ribeiro, Yingqun Yu, Georgios B. Giannakis, Nikos D. Sidiropoulos
Increasing the throughput of spread-Aloha protocols via long PN spreading codes. ICC (2005)
Georgios Latsoudas, Nikos D. Sidiropoulos
A hybrid probabilistic data association-sphere decoding detector for multiple-input-multiple-output systems. IEEE Signal Process. Lett. 12 (4) (2005)
Anastasios Stamoulis, Nikos D. Sidiropoulos, Georgios B. Giannakis
Time-varying fair queueing scheduling for multicode CDMA based on dynamic programming. IEEE Trans. Wirel. Commun. 3 (2) (2004)
Tao Jiang, Nikos D. Sidiropoulos
Kruskal's permutation lemma and the identification of CANDECOMP/PARAFAC and bilinear models with constant modulus constraints. IEEE Trans. Signal Process. 52 (9) (2004)
Xiangqian Liu, Nikos D. Sidiropoulos
Cramer-Rao lower bounds for low-rank decomposition of multidimensional arrays. IEEE Trans. Signal Process. 49 (9) (2001)
Tao Jiang, Nikos D. Sidiropoulos, Jos M. F. ten Berge
Almost-sure identifiability of multidimensional harmonic retrieval. IEEE Trans. Signal Process. 49 (9) (2001)
Nikos D. Sidiropoulos, Xiangqian Liu
Identifiability results for blind beamforming in incoherent multipath with small delay spread. IEEE Trans. Signal Process. 49 (1) (2001)
Sofia Tsekeridou, Nikos Nikolaidis, Nikos D. Sidiropoulos, Ioannis Pitas
Copyright Protection of Still Images Using Self-Similar Chaotic Watermarks. ICIP (2000)
Nikos D. Sidiropoulos, Marios S. Pattichis, Alan C. Bovik, John W. Havlicek
COPERM: transform-domain energy compaction by optimal permutation. IEEE Trans. Signal Process. 47 (6) (1999)
Nikos D. Sidiropoulos, Rasmus Bro
. IEEE Trans. Signal Process. 47 (3) (1999)
Nikos D. Sidiropoulos, John S. Baras, Carlos Alberto Berenstein
Weak continuity with structural constraints. IEEE Trans. Signal Process. 45 (12) (1997)
Nikos D. Sidiropoulos, D. Meleas, T. Stragas
MAP signal estimation in noisy sequences of morphologically smooth images. IEEE Trans. Image Process. 5 (6) (1996)
Nikos D. Sidiropoulos
The Viterbi Optimal Runlength-Constrained Approximation Nonlinear Filter. ISMM (1996)
Nikos D. Sidiropoulos, John S. Baras, Carlos Alberto Berenstein
Algebraic analysis of the generating functional for discrete random sets and statistical inference for intensity in the discrete Boolean random-set model. J. Math. Imaging Vis. 4 (3) (1994)