14.3k citations
- University of MinnesotaUS162 papers
- University of Minnesota SystemUS23 papers
- California Institute of TechnologyUS21 papers
- University of California, BerkeleyUS16 papers
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- Argonne National LaboratoryUS11 papers
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Showing 2016 · stat.MLShow all
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stat.ML2016★ 3 cited
Noisy Inductive Matrix Completion Under Sparse Factor Models
Akshay Soni, Troy Chevalier, Swayambhoo Jain
Inductive Matrix Completion (IMC) is an important class of matrix completion problems that allows direct inclusion of available features to enhance estimation capabilities. These m…
stat.ML2016★ 3 cited
Alternating Estimation for Structured High-Dimensional Multi-Response Models
Sheng Chen, Arindam Banerjee
We consider learning high-dimensional multi-response linear models with structured parameters. By exploiting the noise correlations among responses, we propose an alternating estim…