Search Results for author: Steinar Laenen

Found 3 papers, 2 papers with code

Higher-Order Spectral Clustering of Directed Graphs

no code implementations • NeurIPS 2020 • Steinar Laenen, He Sun

Clustering is an important topic in algorithms, and has a number of applications in machine learning, computer vision, statistics, and several other research disciplines.

Clustering Graph Clustering

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Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs

1 code implementation • 16 Jun 2023 • Steinar Laenen, Bogdan-Adrian Manghiuc, He Sun

This paper presents two efficient hierarchical clustering (HC) algorithms with respect to Dasgupta's cost function.

Clustering

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On Episodes, Prototypical Networks, and Few-shot Learning

1 code implementation • NeurIPS 2021 • Steinar Laenen, Luca Bertinetto

But is this always necessary?

Few-Shot Learning

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