ArticleSignal processing2016
Generalized LASSO with under-determined regularization matrices.
Article in Signal processing, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed.
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- Single-cell and spatial-resolved profiling reveals cancer-associated fibroblast heterogeneity in colorectal cancer metabolic subtypes.Journal of translational medicine · 2025Article
- Multi-omics integration analysis based on plasma circulating proteins reveals potential therapeutic targets for ulcerative colitis.Frontiers in molecular biosciences · 2025Article
- Early 24-Hour Changes in Systemic Immune-Inflammation Index Predict Acute Kidney Injury and Mortality in ICU Patients.Emergency medicine international · 2025Article
- Identification of fatty acids synthesis and metabolism-related gene signature and prediction of prognostic model in hepatocellular carcinoma.Cancer cell international · 2024Article
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- A Positioning and Navigation Method Combining Multimotion Features Dead Reckoning with Acoustic Localization.Sensors (Basel, Switzerland) · 2023Article
- Cuproptosis-related lncRNAs forecast the prognosis of acute myeloid leukemia.Translational cancer research · 2023Article
- Influence of ZFHX3 Polymorphisms on the Risk of Ischemic Stroke in Chinese Han Population.Cardiovascular toxicology · 2023Article
- PILRA is associated with immune cells infiltration in atrial fibrillation based on bioinformatics and experiment validation.Frontiers in cardiovascular medicine · 2023Article
- Combining WGCNA and machine learning to construct basement membrane-related gene index helps to predict the prognosis and tumor microenvironment of HCC patients and verifies the carcinogenesis of key gene CTSA.Frontiers in immunology · 2023Article
- Comprehensive analysis to identify a novel diagnostic marker of lung adenocarcinoma and its immune infiltration landscape.Frontiers in oncology · 2023Article
- Identification and validation of potential biomarkers for atrial fibrillation based on integrated bioinformatics analysis.Frontiers in cell and developmental biology · 2023Article
- Identification of Hub Biomarkers and Immune and Inflammation Pathways Contributing to Kawasaki Disease Progression with RT-qPCR Verification.Journal of immunology research · 2023Article
- A pyroptosis-related gene signature predicting survival and tumor immune microenvironment in breast cancer and validation.BMC cancer · 2022Article
- Identifying Hub Genes and Immune Cell Infiltration for the Progression of Carotid Atherosclerotic Plaques in the Context of Predictive and Preventive Using Integrative Bioinformatics Approaches and Machine-Learning Strategies.Journal of immunology research · 2022Article
- Identification of hub biomarkers and immune cell infiltration characteristics of polymyositis by bioinformatics analysis.Frontiers in immunology · 2022Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
This paper studies the intrinsic connection between a generalized LASSO and a basic LASSO formulation. The former is the extended version of the latter by introducing a regularization matrix to the coefficients. We show that when the regularization matrix is even- or under-determined with full rank conditions, the generalized LASSO can be transformed into the LASSO form
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.