l 1-2 GLasso: L 1-2 Regularized Multi-task Graphical Lasso for Joint Estimation of eQTL Mapping and Gene Network

arXiv:2301.02225 · stat.ML, cs.AI, math.ST, q-bio.QM, stat.TH · Submitted 2023-01-04 · Read on arXiv

stat.ML, cs.AI, math.ST, q-bio.QM, stat.TH

Submitted: 2023-01-04

Updated: 2023-01-04

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Sparsity — 18× in this paper · explained in 4 episodes
• Regularization — 11× in this paper · explained in 3 episodes
• F1 Score — 5× in this paper · explained in 3 episodes
• Gaussian Graphical Models — 3× in this paper
• Sparse Multivariate Regression with Covariance Estimation — 2× in this paper
• Accuracy — 1× in this paper · explained in 1 episode
• Alternating Minimization — 1× in this paper · explained in 1 episode
• Core — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Phase Transitions — 1× in this paper · explained in 2 episodes

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