The past, present, and future of sparse computations
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Sparsity is a fundamental assumption that allows us to compute efficiently and find parsimonious solutions to science and engineering problems. Sparsity exists in all basic sciences such as physics, biology, and chemistry. I am going to give a sampling of our recent work on sparse computations, with an emphasis on large-scale parallelism. The underlying theme will be the challenges posed by sparsity and the computational techniques we employ to overcome these challenges.
Sparse & Graph Computing in Julia
Main Room 3