When semiconductor shortages forced automakers to idle assembly lines, procurement leaders were reminded of a fundamental reality: not all suppliers carry equal strategic weight. In volatile global ...
Abstract: Exploiting matrix symmetry to halve memory footprint offers an opportunity for accelerating memory-bound computations like Sparse Matrix-Vector Multiplication (SpMV). However, symmetric SpMV ...
Abstract: Non-negative matrix factorization (NMF) is widely used for dimensionality reduction of large datasets and is an important feature extraction technique for source separation. However, NMF ...
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