Math 2.0

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Gradient-Guided Density Peak Clustering 48NN33SAH7

URIm2://res/48NN33SAH7
Kindpreprint
CreatorsYikun Zhang, Yen-Chi Chen
Date2026-10-01
MSC62-XX
Subjectsarxiv math.ST, arxiv stat.ME, arxiv stat.ML, arxiv stat.TH
Scopein

Expressions

e1: version, preprint

Languageen
Date2026-10-01
IdsarXiv 2610.01050

Items in this resource

The mentions of the inventory that name this resource. Each name links to the card of its inventory row.

ItemKindWhereSource
Stable and unstable manifoldsdefinitiondefinition 1arxiv
Stability of the empirical modal projectionstatementlemma E.1arxiv
Gromov-Hausdorff convergence of the GGDPC dendrogramstatementtheorem 5.3arxiv
GGDPC dendrogram via single linkage clusteringstatementproposition 5.2arxiv
Local geometry near the local mode; see also Lemma 5statementlemma F.2arxiv
Population bound for the 1NN uphill shift in the tubestatementlemma F.9arxiv
Convergence of the GGDPC graph distancestatementtheorem 7.1arxiv
Regularity of the gradient-flow lengthstatementlemma F.3arxiv
8SKVH1XGAJdefinitiondefinition 4arxiv
Essential uniform finiteness of the population GGDPC graph distancestatementproposition H.1arxiv
Sufficient conditions for local sample uphill availabilitystatementproposition G.1arxiv
$C^N$-conjugationdefinitiondefinition 2arxiv
Sample GGDPC path through a boundary saddlestatementlemma G.2arxiv
Stability of the oracle GGDPC pathstatementtheorem 6.2arxiv
Wasserstein-1 convergence of the density waterfallstatementtheorem 7.2arxiv
Length stability in a separatrix tubestatementlemma F.7arxiv
Stability of the critical points of $\hat p$statementlemma G.3arxiv
Population bound for the 1NN uphill shift outside the modal corestatementlemma F.4arxiv
Completion of the sample path in the modal regionstatementlemma G.6arxiv
Hierarchy of the GGDPC dendrogramstatementproposition 5.1arxiv
Consistency of GGDPC modesstatementtheorem 4.1arxiv
Stability of the sample GGDPC pathstatementtheorem 6.3arxiv
Oracle GGDPC path through a boundary saddle pointstatementlemma F.8arxiv
K4AM9TSA4Wstatementproposition B.1arxiv
Uniform local sample countstatementlemma F.1arxiv
Basin invariance of the oracle GGDPC pathstatementlemma F.10arxiv
Basin invariance of the sample GGDPC pathstatementlemma G.5arxiv
Convergence of GGDPC under the ARIstatementtheorem 4.2arxiv
$C^N$-linearizationdefinitiondefinition 3arxiv
Gradient flow separation from the separatrixstatementlemma 6.1arxiv
Integrated graph distance control near the full separatrixstatementlemma I.1arxiv
Sample update before the terminal modal neighborhoodstatementlemma G.4arxiv
Stability of the fixed-$\epsilon$ oracle GGDPC path lengthstatementlemma F.6arxiv
Uniform sample coveragestatementlemma C.1arxiv
Local repulsion from the separatrix without linearizationstatementlemma D.1arxiv
Oracle modal-core lengthstatementlemma F.5arxiv

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