1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.NA2026
Attention Mechanisms Through the Lens of Numerical Methods: Approximation Methods and Alternative Formulations
Michel Fabrice Serret, Alice Cortinovis, Yijun Dong +10
The attention mechanism is the computational core of modern Transformer architectures, but its quadratic complexity in the input sequence length is the bottleneck for large-scale i…
cs.SI2022★ 1 cited
A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddings
Disha Shur, Yufan Huang, David F. Gleich
We study a simple embedding technique based on a matrix of personalized PageRank vectors seeded on a random set of nodes. We show that the embedding produced by the element-wise lo…