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Found 5 papers, 2 papers with code
Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology
Machine learning algorithms have the potential to improve patient outcomes in digital pathology.
Efficient Principal Subspace Projection of Streaming Data Through Fast Similarity Matching
Big data problems frequently require processing datasets in a streaming fashion, either because all data are available at once but collectively are larger than available memory or because the data intrinsically arrive one data point at a time and must be processed online.
Sparse canonical correlation analysis
Canonical correlation analysis was proposed by Hotelling [6] and it measures linear relationship between two multidimensional variables.
Robust and efficient multi-way spectral clustering
We present a new algorithm for spectral clustering based on a column-pivoted QR factorization that may be directly used for cluster assignment or to provide an initial guess for k-means.
Numerical Analysis Numerical Analysis Social and Information Networks Physics and Society 68W01, 65F99
A recursive skeletonization factorization based on strong admissibility
We introduce the strong recursive skeletonization factorization (RS-S), a new approximate matrix factorization based on recursive skeletonization for solving discretizations of linear integral equations associated with elliptic partial differential equations in two and three dimensions (and other matrices with similar hierarchical rank structure).
Numerical Analysis 65R20 (primary), 65F08, 65F05 (secondary)
