scientific article; zbMATH DE number 7255102
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Publication:4969122
zbMath1498.91331arXiv1709.01919MaRDI QIDQ4969122
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Publication date: 5 October 2020
Full work available at URL: https://arxiv.org/abs/1709.01919
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nonconvex optimizationinformation diffusionnetwork sciencealternating gradient descentlow-rank modelsinfluence receptivity model
Estimation in multivariate analysis (62H12) Social networks; opinion dynamics (91D30) Nonconvex programming, global optimization (90C26)
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Cites Work
- Estimating time-varying networks
- Introductory lectures on convex optimization. A basic course.
- Estimating networks with jumps
- Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach
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- High-dimensional graphs and variable selection with the Lasso
- Evolutionary Dynamics of Information Diffusion Over Social Networks
- 10.1162/jmlr.2003.3.4-5.993
- Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably
- Low-rank matrix completion using alternating minimization
- Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima
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