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cs.MS2025
Finch: Sparse and Structured Tensor Programming with Control Flow
Willow Ahrens, Teodoro Fields Collin, Radha Patel +3
From FORTRAN to NumPy, tensors have revolutionized how we express computation. However, tensors in these, and almost all prominent systems, can only handle dense rectilinear intege…
cs.MS2025
SySTeC: A Symmetric Sparse Tensor Compiler
Radha Patel, Willow Ahrens, Saman Amarasinghe
Symmetric and sparse tensors arise naturally in many domains including linear algebra, statistics, physics, chemistry, and graph theory. Symmetric tensors are equal to their transp…