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cs.DS2024
Masked Matrix Multiplication for Emergent Sparsity
Brian Wheatman, Meghana Madhyastha, Randal Burns
Artificial intelligence workloads, especially transformer models, exhibit emergent sparsity in which computations perform selective sparse access to dense data. The workloads are i…
cs.DC2024
Edge-Parallel Graph Encoder Embedding
Ariel Lubonja, Cencheng Shen, Carey Priebe +1
New algorithms for embedding graphs have reduced the asymptotic complexity of finding low-dimensional representations. One-Hot Graph Encoder Embedding (GEE) uses a single, linear p…