Novel full-rate noncoherent alamouti encoding that allows polynomial-complexity optimal decoding. - Panos P. Markopoulos; George N. Karystinos (ICASSP, 2013)

Short-data-record filtering of PN-masked data. - Panos P. Markopoulos; Sandipan Kundu; Dimitrios A. Pados (ICASSP, 2013)

Some Options for L1-subspace Signal Processing. - Panos P. Markopoulos; George N. Karystinos; Dimitrios A. Pados (ISWCS, 2013)

Building a Low-Cost Digital Garden as a Telecom Lab Exercise. - Aggelos Bletsas; Aikaterini Vlachaki; Eleftherios Kampianakis; George Sklivanitis; John Kimionis; Konstadinos Tountas; Megasthenis Asteris; Panos P. Markopoulos (IEEE Pervasive Comput., 2013)

Small-Sample-Support Suppression of Interference to PN-Masked Data. - Panos P. Markopoulos; Sandipan Kundu; Dimitrios A. Pados (IEEE Trans. Commun., 2013)

Fast computation of the L1-principal component of real-valued data. - Sandipan Kundu; Panos P. Markopoulos; Dimitrios A. Pados (ICASSP, 2014)

Optimal Algorithms for L1-subspace Signal Processing. - Panos P. Markopoulos; George N. Karystinos; Dimitrios A. Pados (IEEE Trans. Signal Process., 2014)

L1-fusion: Robust linear-time image recovery from few severely corrupted copies. - Panos P. Markopoulos; Sandipan Kundu; Dimitris A. Pados (ICIP, 2015)

Direction finding by complex L1-principal-component analysis. - Nicholas Tsagkarakis; Panos P. Markopoulos; Dimitrios A. Pados (SPAWC, 2015)

L1-Norm Principal-Component Analysis via Bit Flipping. - Panos P. Markopoulos; Sandipan Kundu; Shubham Chamadia; Dimitris A. Pados (ICMLA, 2016)

On the L1-Norm Approximation of a Matrix by Another of Lower Rank. - Nicholas Tsagkarakis; Panos P. Markopoulos; Dimitris A. Pados (ICMLA, 2016)

Reduced-rank filtering on L1-norm subspaces. - Panos P. Markopoulos (SAM, 2016)

Subpixel target detection in hyperspectral images from superpixel background statistics. - Yilong Liang; Panos P. Markopoulos; Eli S. Saber (IGARSS, 2016)

Subpixel target detection in hyperspectral images with local matched filtering in SLIC superpixels. - Yilong Liang; Panos P. Markopoulos; Eli S. Saber (WHISPERS, 2016)

The Mean-Squared-Error of autocorrelation sampling in coprime arrays. - Dimitris G. Chachlakis; Panos P. Markopoulos; Fauzia Ahmad (CAMSAP, 2017)

Linear Discriminant Analysis with few training data. - Panos P. Markopoulos (ICASSP, 2017)

Sparse waveform design for all-spectrum channelization. - George Sklivanitis; Panos P. Markopoulos; Stella N. Batalama; Dimitris A. Pados (ICASSP, 2017)

L1-norm Principal-Component Analysis of Complex Data. - Nicholas Tsagkarakis; Panos P. Markopoulos; Dimitris A. Pados (CoRR, 2017)

Efficient L1-Norm Principal-Component Analysis via Bit Flipping. - Panos P. Markopoulos; Sandipan Kundu; Shubham Chamadia; Dimitris A. Pados (IEEE Trans. Signal Process., 2017)

Noncoherent Alamouti Phase-Shift Keying With Full-Rate Encoding and Polynomial-Complexity Maximum-Likelihood Decoding. - Panos P. Markopoulos; George N. Karystinos (IEEE Trans. Wirel. Commun., 2017)

Semi-Blind Signal Recovery in Impulsive Noise with L1-Norm PCA. - Adam Gannon; George Sklivanitis; Panos P. Markopoulos; Dimitris A. Pados; Stella N. Batalama (ACSSC, 2018)

Novel Algorithm for Incremental L1-Norm Principal-Component Analysis. - Mayur Dhanaraj; Panos P. Markopoulos (EUSIPCO, 2018)

L1-Norm Higher-Order Singular-Value Decomposition. - Panos P. Markopoulos; Dimitris G. Chachlakis; Ashley Prater-Bennette (GlobalSIP, 2018)

Novel Algorithms for Exact and Efficient L1-NORM-BASED Tucker2 Decomposition. - Dimitris G. Chachlakis; Panos P. Markopoulos (ICASSP, 2018)

Mmse-Based Autocorrelation Sampling for Comprime Arrays. - Dimitris G. Chachlakis; Panos P. Markopoulos; Fauzia Ahmad (ICASSP, 2018)

Adaptive L1-Norm Principal-Component Analysis With Online Outlier Rejection. - Panos P. Markopoulos; Mayur Dhanaraj; Andreas E. Savakis (IEEE J. Sel. Top. Signal Process., 2018)

The Exact Solution to Rank-1 L1-Norm TUCKER2 Decomposition. - Panos P. Markopoulos; Dimitris G. Chachlakis; Evangelos E. Papalexakis (IEEE Signal Process. Lett., 2018)

L1-Norm Principal-Component Analysis of Complex Data. - Nicholas Tsagkarakis; Panos P. Markopoulos; George Sklivanitis; Dimitris A. Pados (IEEE Trans. Signal Process., 2018)

Combinatorial Search for the Lp-Norm Principal Component of a Matrix. - Dimitris G. Chachlakis; Panos P. Markopoulos (ACSSC, 2019)

Iteratively Re-weighted L1-PCA of Tensor Data. - Konstantinos Tountas; Dimitris G. Chachlakis; Panos P. Markopoulos; Dimitris A. Pados (ACSSC, 2019)

Deep Ll-PCA of Time-Variant Data with Application to Brain Connectivity Measurements. - Giovanna Orrú; Tiziana Cattai; Stefania Colonnese; Gaetano Scarano; Fabrizio de Vico Fallani; Panos P. Markopoulos; Dimitris Pados (EUSIPCO, 2019)

Robust Multi-Relational Learning With Absolute Projection Rescal. - Dimitris G. Chachlakis; Yorgos Tsitsikas; Evangelos E. Papalexakis; Panos P. Markopoulos (GlobalSIP, 2019)

Stochastic Principal Component Analysis Via Mean Absolute Projection Maximization. - Mayur Dhanaraj; Panos P. Markopoulos (GlobalSIP, 2019)

Network-Aware Server Consolidation for Wireless Data Centers. - Sayed Ashraf Mamun; Amlan Ganguly; Minseok Kwon; Andres Kwasinski; Panos P. Markopoulos (NOF, 2019)

L1-Norm Tucker Tensor Decomposition. - Dimitris G. Chachlakis; Ashley Prater-Bennette; Panos P. Markopoulos (IEEE Access, 2019)

Realified L1-PCA for direction-of-arrival estimation: theory and algorithms. - Panos P. Markopoulos; Nicholas Tsagkarakis; Dimitris A. Pados; George N. Karystinos (EURASIP J. Adv. Signal Process., 2019)

L1-Norm RESCAL Decomposition. - Yorgos Tsitsikas; Dimitris G. Chachlakis; Evangelos E. Papalexakis; Panos P. Markopoulos (ACSSC, 2020)

Security Vulnerabilities of Server-Centric Wireless Datacenters. - Sayed Ashraf Mamun; Amlan Ganguly; Panos P. Markopoulos; Andres Kwasinski; Minseok Kwon (CNS, 2020)

Novel Algorithms for Lp-Quasi-Norm Principal-Component Analysis. - Dimitris G. Chachlakis; Panos P. Markopoulos (EUSIPCO, 2020)

What Can Ail Thee: New and Old Security Vulnerabilities of Wireless Datacenters. - Sayed Ashraf Mamun; Amlan Ganguly; Panos P. Markopoulos; Andres Kwasinski; Minseok Kwon (GLOBECOM, 2020)

L1-Norm Higher-Order Orthogonal Iterations for Robust Tensor Analysis. - Dimitris G. Chachlakis; Ashley Prater-Bennette; Panos P. Markopoulos (ICASSP, 2020)

Robust Barron-Loss Tucker Tensor Decomposition. - Mahsa Mozaffari; Panos P. Markopoulos (ACSCC, 2021)

Improved L1-Tucker via L1-Fitting. - Mahsa Mozaffari; Panos P. Markopoulos; Ashley Prater-Bennette (EUSIPCO, 2021)

Convolutional Auto-Encoder with Tensor-Train Factorization. - Manish Sharma; Panos P. Markopoulos; Eli Saber; M. Salman Asif; Ashley Prater-Bennette (ICCVW, 2021)

YOLOrs-lite: A Lightweight CNN For Real-Time Object Detection in Remote-Sensing. - Manish Sharma; Panos P. Markopoulos; Eli Saber (IGARSS, 2021)

Minimum Mean-Squared-Error autocorrelation processing in coprime arrays. - Dimitris G. Chachlakis; Tongdi Zhou; Fauzia Ahmad; Panos P. Markopoulos (Digit. Signal Process., 2021)

Dynamic L1-Norm Tucker Tensor Decomposition. - Dimitris G. Chachlakis; Mayur Dhanaraj; Ashley Prater-Bennette; Panos P. Markopoulos (IEEE J. Sel. Top. Signal Process., 2021)

Structured autocorrelation matrix estimation for coprime arrays. - Dimitris G. Chachlakis; Panos P. Markopoulos (Signal Process., 2021)

FFT calculation of the L1-norm principal component of a data matrix. - Stefania Colonnese; Panos P. Markopoulos; Gaetano Scarano; Dimitris A. Pados (Signal Process., 2021)

YOLOrs: Object Detection in Multimodal Remote Sensing Imagery. - Manish Sharma; Mayur Dhanaraj; Srivallabha Karnam; Dimitris G. Chachlakis; Raymond W. Ptucha; Panos P. Markopoulos; Eli Saber (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

NASCon: Network-Aware Server Consolidation for server-centric wireless datacenters. - Sayed Ashraf Mamun; Amlan Ganguly; Panos P. Markopoulos; Minseok Kwon; Andres Kwasinski (Sustain. Comput. Informatics Syst., 2021)

Reduced-Rank L1-Norm Principal-Component Analysis With Performance Guarantees. - Hossein Kamrani; Alireza Zolghadr-E-Asli; Panos P. Markopoulos; Michael Langberg; Dimitris A. Pados; George N. Karystinos (IEEE Trans. Signal Process., 2021)

Robust Stochastic Principal Component Analysis via Barron Loss. - Mayur Dhanaraj; Panos P. Markopoulos (IEEECONF, 2022)

Incremental Task Learning with Incremental Rank Updates. - Rakib Hyder; Ken Shao; Boyu Hou; Panos P. Markopoulos; Ashley Prater-Bennette; M. Salman Asif (ECCV (23), 2022)

Robust Singular Values based on L1-norm PCA. - Duc H. Le; Panos P. Markopoulos (SiPS, 2022)

On the Asymptotic L1-PC of Elliptical Distributions. - Mayur Dhanaraj; Panos P. Markopoulos (IEEE Signal Process. Lett., 2022)

Adaptive Federated Learning for Automatic Modulation Classification Under Class and Noise Imbalance. - Jose Sanchez-Viloria; Dimitris Stripelis; Panos P. Markopoulos; George Sklivanitis; Dimitris A. Pados (AAAI Spring Symposia, 2024)

Continual Learning in Convolutional Neural Networks with Tensor Rank Updates. - Matt Krol; Rakib Hyder; Michael Peechatt; Ashley Prater-Bennette; M. Salman Asif; Panos P. Markopoulos (SAM, 2024)

Joint analysis and segmentation of time-varying data with outliers. - Stefania Colonnese; Gaetano Scarano; Marcello Marra; Panos P. Markopoulos; Dimitris A. Pados (Digit. Signal Process., 2024)

Regulating Modality Utilization within Multimodal Fusion Networks. - Saurav Singh; Eli Saber; Panos P. Markopoulos; Jamison Heard (Sensors, 2024)

Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning. - Manish Sharma; Jamison Heard; Eli Saber; Panos P. Markopoulos (IEEE Access, 2025)

Quantum Annealing for Robust Principal Component Analysis. - Ian Tomeo; Panos P. Markopoulos; Andreas E. Savakis (CoRR, 2025)