Panos P. Markopoulos

71 papers B 2C 4Misc 12Journal 31Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning. IEEE Access Manish Sharma, Jamison Heard, Eli Saber, Panos P. Markopoulos
2025	J	`jnl`	Quantum Annealing for Robust Principal Component Analysis. CoRR Ian Tomeo, Panos P. Markopoulos, Andreas E. Savakis
2024	—	`conf`	Adaptive Federated Learning for Automatic Modulation Classification Under Class and Noise Imbalance. AAAI Spring Symposia Jose Sanchez-Viloria, Dimitris Stripelis, Panos P. Markopoulos, George Sklivanitis, Dimitris A. Pados
2024	—	`conf`	Continual Learning in Convolutional Neural Networks with Tensor Rank Updates. SAM Matt Krol, Rakib Hyder, Michael Peechatt, Ashley Prater-Bennette, M. Salman Asif, Panos P. Markopoulos
2024	J	`jnl`	Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning. CoRR Manish Sharma, Jamison Heard, Eli Saber, Panos P. Markopoulos
2024	J	`jnl`	Joint analysis and segmentation of time-varying data with outliers. Digit. Signal Process. Stefania Colonnese, Gaetano Scarano, Marcello Marra, Panos P. Markopoulos, Dimitris A. Pados
2024	J	`jnl`	Regulating Modality Utilization within Multimodal Fusion Networks. Sensors Saurav Singh, Eli Saber, Panos P. Markopoulos, Jamison Heard
2023	—	`conf`	Measuring Modality Utilization in Multi-Modal Neural Networks. CAI Saurav Singh, Panos P. Markopoulos, Eli Saber, Jesse D. Lew, Jamison Heard
2022	—	`conf`	Incremental Task Learning with Incremental Rank Updates. ECCV (23) Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif
2022	J	`jnl`	Incremental Task Learning with Incremental Rank Updates. CoRR Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif
2022	J	`jnl`	On the Asymptotic L1-PC of Elliptical Distributions. IEEE Signal Process. Lett. Mayur Dhanaraj, Panos P. Markopoulos
2022	—	`conf`	Robust Singular Values based on L1-norm PCA. SiPS Duc H. Le, Panos P. Markopoulos
2022	J	`jnl`	Robust Singular Values based on L1-norm PCA. CoRR Duc H. Le, Panos P. Markopoulos
2022	—	`conf`	Robust Stochastic Principal Component Analysis via Barron Loss. IEEECONF Mayur Dhanaraj, Panos P. Markopoulos
2021	—	`conf`	Convolutional Auto-Encoder with Tensor-Train Factorization. ICCVW Manish Sharma, Panos P. Markopoulos, Eli Saber, M. Salman Asif, Ashley Prater-Bennette
2021	J	`jnl`	Dynamic L1-Norm Tucker Tensor Decomposition. IEEE J. Sel. Top. Signal Process. Dimitris G. Chachlakis, Mayur Dhanaraj, Ashley Prater-Bennette, Panos P. Markopoulos
2021	J	`jnl`	FFT calculation of the L1-norm principal component of a data matrix. Signal Process. Stefania Colonnese, Panos P. Markopoulos, Gaetano Scarano, Dimitris A. Pados
2021	—	`conf`	Improved L1-Tucker via L1-Fitting. EUSIPCO Mahsa Mozaffari, Panos P. Markopoulos, Ashley Prater-Bennette
2021	J	`jnl`	Minimum Mean-Squared-Error autocorrelation processing in coprime arrays. Digit. Signal Process. Dimitris G. Chachlakis, Tongdi Zhou, Fauzia Ahmad, Panos P. Markopoulos
2021	J	`jnl`	NASCon: Network-Aware Server Consolidation for server-centric wireless datacenters. Sustain. Comput. Informatics Syst. Sayed Ashraf Mamun, Amlan Ganguly, Panos P. Markopoulos, Minseok Kwon, Andres Kwasinski
2021	J	`jnl`	Reduced-Rank L1-Norm Principal-Component Analysis With Performance Guarantees. IEEE Trans. Signal Process. Hossein Kamrani, Alireza Zolghadr-E-Asli, Panos P. Markopoulos, Michael Langberg, Dimitris A. Pados, George N. Karystinos
2021	—	`conf`	Robust Barron-Loss Tucker Tensor Decomposition. ACSCC Mahsa Mozaffari, Panos P. Markopoulos
2021	J	`jnl`	Structured autocorrelation matrix estimation for coprime arrays. Signal Process. Dimitris G. Chachlakis, Panos P. Markopoulos
2021	C	`conf`	YOLOrs-lite: A Lightweight CNN For Real-Time Object Detection in Remote-Sensing. IGARSS Manish Sharma, Panos P. Markopoulos, Eli Saber
2021	J	`jnl`	YOLOrs: Object Detection in Multimodal Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Manish Sharma, Mayur Dhanaraj, Srivallabha Karnam, Dimitris G. Chachlakis, Raymond W. Ptucha, Panos P. Markopoulos, Eli Saber
2020	Misc	`conf`	L1-Norm Higher-Order Orthogonal Iterations for Robust Tensor Analysis. ICASSP Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos
2020	Misc	`conf`	L1-Norm RESCAL Decomposition. ACSSC Yorgos Tsitsikas, Dimitris G. Chachlakis, Evangelos E. Papalexakis, Panos P. Markopoulos
2020	J	`jnl`	Minimum Mean-Squared-Error Autocorrelation Processing in Coprime Arrays. CoRR Dimitris G. Chachlakis, Tongdi Zhou, Fauzia Ahmad, Panos P. Markopoulos
2020	—	`conf`	Novel Algorithms for Lp-Quasi-Norm Principal-Component Analysis. EUSIPCO Dimitris G. Chachlakis, Panos P. Markopoulos
2020	—	`conf`	Security Vulnerabilities of Server-Centric Wireless Datacenters. CNS Sayed Ashraf Mamun, Amlan Ganguly, Panos P. Markopoulos, Andres Kwasinski, Minseok Kwon
2020	B	`conf`	What Can Ail Thee: New and Old Security Vulnerabilities of Wireless Datacenters. GLOBECOM Sayed Ashraf Mamun, Amlan Ganguly, Panos P. Markopoulos, Andres Kwasinski, Minseok Kwon
2019	Misc	`conf`	Combinatorial Search for the Lp-Norm Principal Component of a Matrix. ACSSC Dimitris G. Chachlakis, Panos P. Markopoulos
2019	—	`conf`	Deep Ll-PCA of Time-Variant Data with Application to Brain Connectivity Measurements. EUSIPCO Giovanna Orrú, Tiziana Cattai, Stefania Colonnese, Gaetano Scarano, Fabrizio de Vico Fallani, Panos P. Markopoulos, Dimitris Pados
2019	Misc	`conf`	Iteratively Re-weighted L1-PCA of Tensor Data. ACSSC Konstantinos Tountas, Dimitris G. Chachlakis, Panos P. Markopoulos, Dimitris A. Pados
2019	J	`jnl`	L1-Norm Tucker Tensor Decomposition. IEEE Access Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos
2019	J	`jnl`	L1-norm Tucker Tensor Decomposition. CoRR Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos
2019	—	`conf`	Network-Aware Server Consolidation for Wireless Data Centers. NOF Sayed Ashraf Mamun, Amlan Ganguly, Minseok Kwon, Andres Kwasinski, Panos P. Markopoulos
2019	J	`jnl`	Realified L1-PCA for direction-of-arrival estimation: theory and algorithms. EURASIP J. Adv. Signal Process. Panos P. Markopoulos, Nicholas Tsagkarakis, Dimitris A. Pados, George N. Karystinos
2019	—	`conf`	Robust Multi-Relational Learning With Absolute Projection Rescal. GlobalSIP Dimitris G. Chachlakis, Yorgos Tsitsikas, Evangelos E. Papalexakis, Panos P. Markopoulos
2019	—	`conf`	Stochastic Principal Component Analysis Via Mean Absolute Projection Maximization. GlobalSIP Mayur Dhanaraj, Panos P. Markopoulos
2018	J	`jnl`	Adaptive L1-Norm Principal-Component Analysis With Online Outlier Rejection. IEEE J. Sel. Top. Signal Process. Panos P. Markopoulos, Mayur Dhanaraj, Andreas E. Savakis
2018	—	`conf`	L1-Norm Higher-Order Singular-Value Decomposition. GlobalSIP Panos P. Markopoulos, Dimitris G. Chachlakis, Ashley Prater-Bennette
2018	J	`jnl`	L1-Norm Principal-Component Analysis of Complex Data. IEEE Trans. Signal Process. Nicholas Tsagkarakis, Panos P. Markopoulos, George Sklivanitis, Dimitris A. Pados
2018	Misc	`conf`	Mmse-Based Autocorrelation Sampling for Comprime Arrays. ICASSP Dimitris G. Chachlakis, Panos P. Markopoulos, Fauzia Ahmad
2018	—	`conf`	Novel Algorithm for Incremental L1-Norm Principal-Component Analysis. EUSIPCO Mayur Dhanaraj, Panos P. Markopoulos
2018	Misc	`conf`	Novel Algorithms for Exact and Efficient L1-NORM-BASED Tucker2 Decomposition. ICASSP Dimitris G. Chachlakis, Panos P. Markopoulos
2018	Misc	`conf`	Semi-Blind Signal Recovery in Impulsive Noise with L1-Norm PCA. ACSSC Adam Gannon, George Sklivanitis, Panos P. Markopoulos, Dimitris A. Pados, Stella N. Batalama
2018	J	`jnl`	The Exact Solution to Rank-1 L1-Norm TUCKER2 Decomposition. IEEE Signal Process. Lett. Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis
2017	J	`jnl`	Efficient L1-Norm Principal-Component Analysis via Bit Flipping. IEEE Trans. Signal Process. Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados
2017	J	`jnl`	L1-norm Principal-Component Analysis of Complex Data. CoRR Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitris A. Pados
2017	Misc	`conf`	Linear Discriminant Analysis with few training data. ICASSP Panos P. Markopoulos
2017	J	`jnl`	Noncoherent Alamouti Phase-Shift Keying With Full-Rate Encoding and Polynomial-Complexity Maximum-Likelihood Decoding. IEEE Trans. Wirel. Commun. Panos P. Markopoulos, George N. Karystinos
2017	Misc	`conf`	Sparse waveform design for all-spectrum channelization. ICASSP George Sklivanitis, Panos P. Markopoulos, Stella N. Batalama, Dimitris A. Pados
2017	J	`jnl`	The Exact Solution to Rank-1 L1-norm TUCKER2 Decomposition. CoRR Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis
2017	—	`conf`	The Mean-Squared-Error of autocorrelation sampling in coprime arrays. CAMSAP Dimitris G. Chachlakis, Panos P. Markopoulos, Fauzia Ahmad
2016	J	`jnl`	Efficient L1-Norm Principal-Component Analysis via Bit Flipping. CoRR Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados
2016	C	`conf`	L1-Norm Principal-Component Analysis via Bit Flipping. ICMLA Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados
2016	C	`conf`	On the L1-Norm Approximation of a Matrix by Another of Lower Rank. ICMLA Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitris A. Pados
2016	—	`conf`	Reduced-rank filtering on L1-norm subspaces. SAM Panos P. Markopoulos
2016	C	`conf`	Subpixel target detection in hyperspectral images from superpixel background statistics. IGARSS Yilong Liang, Panos P. Markopoulos, Eli S. Saber
2016	—	`conf`	Subpixel target detection in hyperspectral images with local matched filtering in SLIC superpixels. WHISPERS Yilong Liang, Panos P. Markopoulos, Eli S. Saber
2015	—	`conf`	Direction finding by complex L1-principal-component analysis. SPAWC Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitrios A. Pados
2015	B	`conf`	L1-fusion: Robust linear-time image recovery from few severely corrupted copies. ICIP Panos P. Markopoulos, Sandipan Kundu, Dimitris A. Pados
2014	Misc	`conf`	Fast computation of the L1-principal component of real-valued data. ICASSP Sandipan Kundu, Panos P. Markopoulos, Dimitrios A. Pados
2014	J	`jnl`	Optimal Algorithms for L CoRR Panos P. Markopoulos, George N. Karystinos, Dimitrios A. Pados
2014	J	`jnl`	Optimal Algorithms for L IEEE Trans. Signal Process. Panos P. Markopoulos, George N. Karystinos, Dimitrios A. Pados
2013	J	`jnl`	Building a Low-Cost Digital Garden as a Telecom Lab Exercise. IEEE Pervasive Comput. Aggelos Bletsas, Aikaterini Vlachaki, Eleftherios Kampianakis, George Sklivanitis, John Kimionis, Konstadinos Tountas, Megasthenis Asteris, Panos P. Markopoulos
2013	Misc	`conf`	Novel full-rate noncoherent alamouti encoding that allows polynomial-complexity optimal decoding. ICASSP Panos P. Markopoulos, George N. Karystinos
2013	Misc	`conf`	Short-data-record filtering of PN-masked data. ICASSP Panos P. Markopoulos, Sandipan Kundu, Dimitrios A. Pados
2013	J	`jnl`	Small-Sample-Support Suppression of Interference to PN-Masked Data. IEEE Trans. Commun. Panos P. Markopoulos, Sandipan Kundu, Dimitrios A. Pados
2013	—	`conf`	Some Options for L1-subspace Signal Processing. ISWCS Panos P. Markopoulos, George N. Karystinos, Dimitrios A. Pados