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cs.MS2026
WingSpan: Concurrency and Dependence for Sparse and Structured Tensor Compilers
Adrian Gushin, Sang Yoon Kim, Willow Ahrens
Sparse tensors represent data that is mostly zero or some other compressible fill pattern. Such datasets can be massive, so optimized tensor algebra libraries and compilers have be…
cs.MS2024
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…