most citedPerfDojo: Automated ML Library Generation for Heterogeneous Architectures

2 citations · 2 across the 4 of their papers we have counts for

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cs.LG2023

Cached Operator Reordering: A Unified View for Fast GNN Training

Julia Bazinska, Andrei Ivanov, Tal Ben-Nun +4

Graph Neural Networks (GNNs) are a powerful tool for handling structured graph data and addressing tasks such as node classification, graph classification, and clustering. However,…

cs.LG2023

TMPNN: High-Order Polynomial Regression Based on Taylor Map Factorization

Andrei Ivanov, Stefan Maria Ailuro

Polynomial regression is widely used and can help to express nonlinear patterns. However, considering very high polynomial orders may lead to overfitting and poor extrapolation abi…