69 citations · 69 across the 3 of their papers we have counts for
3 papers
eess.SP2022
Robust Singular Values based on L1-norm PCA
Duc Le, Panos P. Markopoulos
Singular-Value Decomposition (SVD) is a ubiquitous data analysis method in engineering, science, and statistics. Singular-value estimation, in particular, is of critical importance…
cs.CV2022
Incremental Task Learning with Incremental Rank Updates
Rakib Hyder, Ken Shao, Boyu Hou +3
Incremental Task learning (ITL) is a category of continual learning that seeks to train a single network for multiple tasks (one after another), where training data for each task i…
cs.DS2017★ 69 cited
L1-norm Principal-Component Analysis of Complex Data
Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitris A. Pados
L1-norm Principal-Component Analysis (L1-PCA) of real-valued data has attracted significant research interest over the past decade. However, L1-PCA of complex-valued data remains t…