124 citations · 159 across the 5 of their papers we have counts for
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cs.MS2021★ 1 cited
Dynamic Sparse Tensor Algebra Compilation
Stephen Chou, Saman Amarasinghe
This paper shows how to generate efficient tensor algebra code that compute on dynamic sparse tensors, which have sparsity structures that evolve over time. We propose a language f…
cs.MS2021★ 2 cited
An Attempt to Generate Code for Symmetric Tensor Computations
Jessica Shi, Stephen Chou, Fredrik Kjolstad +1
This document describes an attempt to develop a compiler-based approach for computations with symmetric tensors. Given a computation and the symmetries of its input tensors, we der…