Fast Algorithm for the Lasso based L1-Graph Construction
Summary: Castnet speeds up lasso-based L1-graph construction by pruning edges unlikely to have nonzero weights and updating only active edges. This avoids updating all edges, enabling large-scale speedups while jointly computing adjacency and edge weights. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Yasuhiro Fujiwara
- 2. Yasutoshi Ida
- 3. Junya Arai
- 4. Mai Nishimura
- 5. Sotetsu Iwamura
Incoming Citations (Sorted by Pagerank)
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| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,943 | Efficient Algorithm for K-Multiple-Means | 2024 | SIGMOD | 4.1945683e-05 |
| 11,541 | Fast Algorithm for Anchor Graph Hashing | 2021 | VLDB | 4.1945683e-05 |
| 11,787 | Scaling Locally Linear Embedding | 2017 | SIGMOD | 4.1945683e-05 |
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,898 | SCAN++: Efficient Algorithm for Finding Clusters, Hubs and Outliers on Large-scale Graphs | 2015 | VLDB | 7.9445129e-05 |
| 6,578 | Madeus: Database Live Migration Middleware under Heavy Workloads for Cloud Environment | 2015 | SIGMOD | 5.0037147e-05 |
| 11,955 | Scaling Manifold Ranking Based Image Retrieval | 2015 | VLDB | 4.1945683e-05 |
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