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Double Diffusion Maps and their Latent Harmonics for Scientific Computations in Latent Space


Apr 26, 2022
Nikolaos Evangelou, Felix Dietrich, Eliodoro Chiavazzo, Daniel Lehmberg, Marina Meila, Ioannis G. Kevrekidis

* 25 pages,21 figures, 4 tables 

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A class of network models recoverable by spectral clustering


Apr 21, 2021
Yali Wan, Marina Meila

* 15 pages 

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Guarantees for Hierarchical Clustering by the Sublevel Set method


Jul 06, 2020
Marina Meila

* 7 pages 

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A regression approach for explaining manifold embedding coordinates


Nov 29, 2018
Marina Meila, Samson Koelle, Hanyu Zhang


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megaman: Manifold Learning with Millions of points


Mar 09, 2016
James McQueen, Marina Meila, Jacob VanderPlas, Zhongyue Zhang

* 12 pages, 6 figures 

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An Experimental Comparison of Several Clustering and Initialization Methods


May 16, 2015
Marina Meila, David Heckerman

* Appears in Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI1998) 

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Graph Sensitive Indices for Comparing Clusterings


Nov 27, 2014
Zaeem Hussain, Marina Meila


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Improved graph Laplacian via geometric self-consistency


May 31, 2014
Dominique Perrault-Joncas, Marina Meila

* 12 pages 

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Estimating Vector Fields on Manifolds and the Embedding of Directed Graphs


May 30, 2014
Dominique Perrault-Joncas, Marina Meila

* 16 pages 

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