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ORCIDPanos P. Markopoulos
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- affiliation: Rochester Institute of Technology, Department of Electrical and Microelectronic Engineering, NY, USA
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2020 – today
- 2024
[j20]Stefania Colonnese
, Gaetano Scarano, Marcello Marra, Panos P. Markopoulos, Dimitris A. Pados:
Joint analysis and segmentation of time-varying data with outliers. Digit. Signal Process. 145: 104338 (2024)- [j19]Saurav Singh, Eli Saber, Panos P. Markopoulos, Jamison Heard:
Regulating Modality Utilization within Multimodal Fusion Networks. Sensors 24(18): 6054 (2024) - [c39]Jose Sanchez-Viloria, Dimitris Stripelis, Panos P. Markopoulos, George Sklivanitis, Dimitris A. Pados:
Adaptive Federated Learning for Automatic Modulation Classification Under Class and Noise Imbalance. AAAI Spring Symposia 2024: 309 - [c38]Matt Krol, Rakib Hyder, Michael Peechatt, Ashley Prater-Bennette, M. Salman Asif, Panos P. Markopoulos:
Continual Learning in Convolutional Neural Networks with Tensor Rank Updates. SAM 2024: 1-5 - [i9]Manish Sharma, Jamison Heard, Eli Saber, Panos P. Markopoulos:
Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning. CoRR abs/2401.08014 (2024) - 2022
- [j18]Mayur Dhanaraj, Panos P. Markopoulos:
On the Asymptotic L1-PC of Elliptical Distributions. IEEE Signal Process. Lett. 29: 2343-2347 (2022) - [c37]Mayur Dhanaraj, Panos P. Markopoulos:
Robust Stochastic Principal Component Analysis via Barron Loss. IEEECONF 2022: 1286-1290 - [c36]Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif:
Incremental Task Learning with Incremental Rank Updates. ECCV (23) 2022: 566-582 - [c35]Duc H. Le, Panos P. Markopoulos:
Robust Singular Values based on L1-norm PCA. SiPS 2022: 1-6 - [i8]Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif:
Incremental Task Learning with Incremental Rank Updates. CoRR abs/2207.09074 (2022) - [i7]Duc H. Le, Panos P. Markopoulos:
Robust Singular Values based on L1-norm PCA. CoRR abs/2210.12097 (2022) - 2021
- [j17]Dimitris G. Chachlakis, Tongdi Zhou, Fauzia Ahmad, Panos P. Markopoulos:
Minimum Mean-Squared-Error autocorrelation processing in coprime arrays. Digit. Signal Process. 114: 103034 (2021) - [j16]Dimitris G. Chachlakis, Mayur Dhanaraj, Ashley Prater-Bennette, Panos P. Markopoulos:
Dynamic L1-Norm Tucker Tensor Decomposition. IEEE J. Sel. Top. Signal Process. 15(3): 587-602 (2021) - [j15]Dimitris G. Chachlakis, Panos P. Markopoulos:
Structured autocorrelation matrix estimation for coprime arrays. Signal Process. 183: 107987 (2021) - [j14]Stefania Colonnese, Panos P. Markopoulos, Gaetano Scarano, Dimitris A. Pados:
FFT calculation of the L1-norm principal component of a data matrix. Signal Process. 189: 108286 (2021) - [j13]Manish Sharma, Mayur Dhanaraj, Srivallabha Karnam, Dimitris G. Chachlakis, Raymond W. Ptucha, Panos P. Markopoulos, Eli Saber:
YOLOrs: Object Detection in Multimodal Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1497-1508 (2021) - [j12]Sayed Ashraf Mamun, Amlan Ganguly, Panos P. Markopoulos, Minseok Kwon, Andres Kwasinski:
NASCon: Network-Aware Server Consolidation for server-centric wireless datacenters. Sustain. Comput. Informatics Syst. 29(Part): 100452 (2021) - [j11]Hossein Kamrani, Alireza Zolghadr-E-Asli, Panos P. Markopoulos, Michael Langberg, Dimitris A. Pados, George N. Karystinos:
Reduced-Rank L1-Norm Principal-Component Analysis With Performance Guarantees. IEEE Trans. Signal Process. 69: 240-255 (2021) - [c34]Mahsa Mozaffari, Panos P. Markopoulos:
Robust Barron-Loss Tucker Tensor Decomposition. ACSCC 2021: 1651-1655 - [c33]Mahsa Mozaffari, Panos P. Markopoulos, Ashley Prater-Bennette:
Improved L1-Tucker via L1-Fitting. EUSIPCO 2021: 1075-1079 - [c32]Manish Sharma, Panos P. Markopoulos, Eli Saber, M. Salman Asif, Ashley Prater-Bennette:
Convolutional Auto-Encoder with Tensor-Train Factorization. ICCVW 2021: 198-206 - [c31]Manish Sharma, Panos P. Markopoulos, Eli Saber:
YOLOrs-lite: A Lightweight CNN For Real-Time Object Detection in Remote-Sensing. IGARSS 2021: 2604-2607 - 2020
- [c30]Yorgos Tsitsikas, Dimitris G. Chachlakis, Evangelos E. Papalexakis, Panos P. Markopoulos:
L1-Norm RESCAL Decomposition. ACSSC 2020: 940-944 - [c29]Sayed Ashraf Mamun, Amlan Ganguly, Panos P. Markopoulos, Andres Kwasinski, Minseok Kwon:
Security Vulnerabilities of Server-Centric Wireless Datacenters. CNS 2020: 1-9 - [c28]Dimitris G. Chachlakis, Panos P. Markopoulos:
Novel Algorithms for Lp-Quasi-Norm Principal-Component Analysis. EUSIPCO 2020: 1045-1049 - [c27]Sayed Ashraf Mamun, Amlan Ganguly, Panos P. Markopoulos, Andres Kwasinski, Minseok Kwon:
What Can Ail Thee: New and Old Security Vulnerabilities of Wireless Datacenters. GLOBECOM 2020: 1-7 - [c26]Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos:
L1-Norm Higher-Order Orthogonal Iterations for Robust Tensor Analysis. ICASSP 2020: 4826-4830 - [i6]Dimitris G. Chachlakis, Tongdi Zhou, Fauzia Ahmad, Panos P. Markopoulos:
Minimum Mean-Squared-Error Autocorrelation Processing in Coprime Arrays. CoRR abs/2010.11073 (2020)
2010 – 2019
- 2019
- [j10]Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos:
L1-Norm Tucker Tensor Decomposition. IEEE Access 7: 178454-178465 (2019) - [j9]Panos P. Markopoulos, Nicholas Tsagkarakis, Dimitris A. Pados, George N. Karystinos:
Realified L1-PCA for direction-of-arrival estimation: theory and algorithms. EURASIP J. Adv. Signal Process. 2019: 30 (2019) - [c25]Dimitris G. Chachlakis, Panos P. Markopoulos:
Combinatorial Search for the Lp-Norm Principal Component of a Matrix. ACSSC 2019: 1611-1615 - [c24]Konstantinos Tountas, Dimitris G. Chachlakis, Panos P. Markopoulos, Dimitris A. Pados:
Iteratively Re-weighted L1-PCA of Tensor Data. ACSSC 2019: 1658-1661 - [c23]Giovanna Orrú, Tiziana Cattai, Stefania Colonnese, Gaetano Scarano, Fabrizio de Vico Fallani, Panos P. Markopoulos, Dimitris Pados:
Deep Ll-PCA of Time-Variant Data with Application to Brain Connectivity Measurements. EUSIPCO 2019: 1-5 - [c22]Dimitris G. Chachlakis, Yorgos Tsitsikas, Evangelos E. Papalexakis, Panos P. Markopoulos:
Robust Multi-Relational Learning With Absolute Projection Rescal. GlobalSIP 2019: 1-5 - [c21]Mayur Dhanaraj, Panos P. Markopoulos:
Stochastic Principal Component Analysis Via Mean Absolute Projection Maximization. GlobalSIP 2019: 1-5 - [c20]Sayed Ashraf Mamun, Amlan Ganguly, Minseok Kwon, Andres Kwasinski, Panos P. Markopoulos:
Network-Aware Server Consolidation for Wireless Data Centers. NOF 2019: 58-65 - [i5]Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos:
L1-norm Tucker Tensor Decomposition. CoRR abs/1904.06455 (2019) - 2018
- [j8]Panos P. Markopoulos, Mayur Dhanaraj, Andreas E. Savakis:
Adaptive L1-Norm Principal-Component Analysis With Online Outlier Rejection. IEEE J. Sel. Top. Signal Process. 12(6): 1131-1143 (2018) - [j7]Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis:
The Exact Solution to Rank-1 L1-Norm TUCKER2 Decomposition. IEEE Signal Process. Lett. 25(4): 511-515 (2018) - [j6]Nicholas Tsagkarakis, Panos P. Markopoulos, George Sklivanitis, Dimitris A. Pados:
L1-Norm Principal-Component Analysis of Complex Data. IEEE Trans. Signal Process. 66(12): 3256-3267 (2018) - [c19]Adam Gannon, George Sklivanitis, Panos P. Markopoulos, Dimitris A. Pados, Stella N. Batalama:
Semi-Blind Signal Recovery in Impulsive Noise with L1-Norm PCA. ACSSC 2018: 477-481 - [c18]Mayur Dhanaraj, Panos P. Markopoulos:
Novel Algorithm for Incremental L1-Norm Principal-Component Analysis. EUSIPCO 2018: 2020-2024 - [c17]Panos P. Markopoulos, Dimitris G. Chachlakis, Ashley Prater-Bennette:
L1-Norm Higher-Order Singular-Value Decomposition. GlobalSIP 2018: 1353-1357 - [c16]Dimitris G. Chachlakis, Panos P. Markopoulos, Fauzia Ahmad:
Mmse-Based Autocorrelation Sampling for Comprime Arrays. ICASSP 2018: 3474-3478 - [c15]Dimitris G. Chachlakis, Panos P. Markopoulos:
Novel Algorithms for Exact and Efficient L1-NORM-BASED Tucker2 Decomposition. ICASSP 2018: 6294-6298 - 2017
- [j5]Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados:
Efficient L1-Norm Principal-Component Analysis via Bit Flipping. IEEE Trans. Signal Process. 65(16): 4252-4264 (2017) - [j4]Panos P. Markopoulos, George N. Karystinos:
Noncoherent Alamouti Phase-Shift Keying With Full-Rate Encoding and Polynomial-Complexity Maximum-Likelihood Decoding. IEEE Trans. Wirel. Commun. 16(10): 6688-6697 (2017) - [c14]Dimitris G. Chachlakis, Panos P. Markopoulos, Fauzia Ahmad:
The Mean-Squared-Error of autocorrelation sampling in coprime arrays. CAMSAP 2017: 1-5 - [c13]George Sklivanitis, Panos P. Markopoulos, Stella N. Batalama, Dimitris A. Pados:
Sparse waveform design for all-spectrum channelization. ICASSP 2017: 3764-3768 - [c12]Panos P. Markopoulos:
Linear Discriminant Analysis with few training data. ICASSP 2017: 4626-4630 - [i4]Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitris A. Pados:
L1-norm Principal-Component Analysis of Complex Data. CoRR abs/1708.01249 (2017) - [i3]Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis:
The Exact Solution to Rank-1 L1-norm TUCKER2 Decomposition. CoRR abs/1710.11306 (2017) - 2016
- [c11]Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados:
L1-Norm Principal-Component Analysis via Bit Flipping. ICMLA 2016: 326-332 - [c10]Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitris A. Pados:
On the L1-Norm Approximation of a Matrix by Another of Lower Rank. ICMLA 2016: 768-773 - [c9]Panos P. Markopoulos:
Reduced-rank filtering on L1-norm subspaces. SAM 2016: 1-5 - [c8]Yilong Liang, Panos P. Markopoulos, Eli S. Saber:
Subpixel target detection in hyperspectral images from superpixel background statistics. IGARSS 2016: 7018-7021 - [c7]Yilong Liang, Panos P. Markopoulos, Eli S. Saber:
Subpixel target detection in hyperspectral images with local matched filtering in SLIC superpixels. WHISPERS 2016: 1-5 - [i2]Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados:
Efficient L1-Norm Principal-Component Analysis via Bit Flipping. CoRR abs/1610.01959 (2016) - 2015
- [c6]Panos P. Markopoulos, Sandipan Kundu, Dimitris A. Pados:
L1-fusion: Robust linear-time image recovery from few severely corrupted copies. ICIP 2015: 1225-1229 - [c5]Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitrios A. Pados:
Direction finding by complex L1-principal-component analysis. SPAWC 2015: 475-479 - 2014
- [j3]Panos P. Markopoulos, George N. Karystinos, Dimitrios A. Pados:
Optimal Algorithms for L1-subspace Signal Processing. IEEE Trans. Signal Process. 62(19): 5046-5058 (2014) - [c4]Sandipan Kundu, Panos P. Markopoulos, Dimitrios A. Pados:
Fast computation of the L1-principal component of real-valued data. ICASSP 2014: 8028-8032 - [i1]Panos P. Markopoulos, George N. Karystinos, Dimitrios A. Pados:
Optimal Algorithms for L1-subspace Signal Processing. CoRR abs/1405.6785 (2014) - 2013
- [j2]Aggelos Bletsas, Aikaterini Vlachaki, Eleftherios Kampianakis, George Sklivanitis, John Kimionis, Konstadinos Tountas, Megasthenis Asteris, Panos P. Markopoulos:
Building a Low-Cost Digital Garden as a Telecom Lab Exercise. IEEE Pervasive Comput. 12(1): 48-57 (2013) - [j1]Panos P. Markopoulos, Sandipan Kundu, Dimitrios A. Pados:
Small-Sample-Support Suppression of Interference to PN-Masked Data. IEEE Trans. Commun. 61(7): 2979-2987 (2013) - [c3]Panos P. Markopoulos, Sandipan Kundu, Dimitrios A. Pados:
Short-data-record filtering of PN-masked data. ICASSP 2013: 4559-4563 - [c2]Panos P. Markopoulos, George N. Karystinos:
Novel full-rate noncoherent alamouti encoding that allows polynomial-complexity optimal decoding. ICASSP 2013: 5075-5079 - [c1]Panos P. Markopoulos, George N. Karystinos, Dimitrios A. Pados:
Some Options for L1-subspace Signal Processing. ISWCS 2013: 1-5
Coauthor Index
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