Search Results - "Computing methodologies → Symbolic and algebraic algorithms"

An Efficient Solution to Structured Optimization Problems using Recursive Matrices by Rückert, D., Stamminger, M.

“…We present a linear algebra framework for structured matrices and general optimization problems. The matrices and matrix operations are defined recursively to…”
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TT-GNN: Efficient On-Chip Graph Neural Network Training via Embedding Reformation and Hardware Optimization by Qu, Zheng, Niu, Dimin, Li, Shuangchen, Zheng, Hongzhong, Xie, Yuan

“…Training Graph Neural Networks on large graphs is challenging due to the need to store graph data and move them along the memory hierarchy. In this work, we…”
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