Faster fundamental graph algorithms via learned predictions

J Chen, S Silwal, A Vakilian… - … Conference on Machine …, 2022 - proceedings.mlr.press
We consider the question of speeding up classic graph algorithms with machine-learned
predictions. In this model, algorithms are furnished with extra advice learned from past or …
被引用次数：40 相关文章 HTML 版

Faster Fundamental Graph Algorithms via Learned Predictions

JY Chen, S Silwal, A Vakilian, F Zhang - arXiv preprint arXiv:2204.12055, 2022 - arxiv.org
We consider the question of speeding up classic graph algorithms with machine-learned
predictions. In this model, algorithms are furnished with extra advice learned from past or …

Faster Fundamental Graph Algorithms via Learned Predictions

JY Chen, S Silwal, A Vakilian, F Zhang - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
We consider the question of speeding up classic graph algorithms with machine-learned
predictions. In this model, algorithms are furnished with extra advice learned from past or …

Faster Fundamental Graph Algorithms via Learned Predictions

J Chen, S Silwal, A Vakilian, F Zhang - Proceedings of the 39th …, 2022 - par.nsf.gov
We consider the question of speeding up classic graph algorithms with machine-learned
predictions. In this model, algorithms are furnished with extra advice learned from past or …
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[PDF][PDF] Faster Fundamental Graph Algorithms via Learned Predictions

J Chen, S Silwal, A Vakilian, F Zhang - icml.cc
Learned Graph Algos Presentation Page 1 Faster Fundamental Graph Algorithms via
Learned Predictions Justin Chen, Sandeep Silwal, Ali Vakilian, Fred Zhang Page 2 Learning-Augmented …
[PDF] icml.cc

[PDF][PDF] Faster Fundamental Graph Algorithms via Learned Predictions

J Chen, S Silwal, A Vakilian, F Zhang - icml.cc
Learned Graph Algos Presentation Page 1 Faster Fundamental Graph Algorithms via
Learned Predictions Justin Chen, Sandeep Silwal, Ali Vakilian, Fred Zhang Page 2 Learning-Augmented …