Introduces interval graphical lasso to estimate a shared precision matrix for interval-valued data and proves its sparsity and consistency.
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Presents a scalable system to build a biochemistry knowledge graph (BCKG) from literature and databases, with an application shown for carbohydrate enzymes.
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Estimating Precision Matrices for High-Dimensional Interval-Valued Data
Introduces interval graphical lasso to estimate a shared precision matrix for interval-valued data and proves its sparsity and consistency.
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An Information Extraction and Knowledge Graph Platform for Accelerating Biochemical Discoveries
Presents a scalable system to build a biochemistry knowledge graph (BCKG) from literature and databases, with an application shown for carbohydrate enzymes.