Walk Ker und Zitiert - Info zur Person

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ACM Digital Library

dl.acm.org

von H Li · · Zitiert von: 8 — Traditional random walk ker- nel usually utilizes edge labels to calculate the kernel. [2] proposes a modified version that can incorporate ...

Max Planck Institute for Intelligent Systems

is.mpg.de

von KM Borgwardt · · Zitiert von: — The positive definiteness of the modified random walk ker- nel follows directly from its definition as a convolution kernel, proven to be positive definite Seiten·310 KB

Proceedings of Machine Learning Research

proceedings.mlr.press

von T Lei · · Zitiert von: 148 — ference here is that there is an additional random walk ker- nel NN that connects i-th layer and the output layer. But this is just a linear combination of ...

Project Euclid

projecteuclid.org

von SP Lalley · · Zitiert von: 5 — ... walk ker- nel naturally associated with the branching random walks. It is known [10] that in dimension d = 1 the random measure Xt is for each t absolutely ...

ScienceDirect.com

www.sciencedirect.com

von L Jia · · Zitiert von: 17 — nated for a special case of the generalized random walk ker Figure 5: A tottering example: walk ( 1,2,5,2) has tottering between vertices

Archive ouverte HAL

hal.science

von BAYA Hadj-Ahmed · Zitiert von: 8 — ... walk ker- nel that compares random walks up to length p in two graphs. [37]. From sub-tree kernels, we chose Ramon Gärtner kernel. [38] which compares all ...

HAL Normandie Université

normandie-univ.hal.science

von L Jia · Zitiert von: 17 — The generalized random walk kernel, as a unified framework for random walk ker- nels, was proposed by Vishwanathan et al. (2010). Based on ...

Alle Infos zum Namen "Walk Ker"

ACL Anthology

aclanthology.org

von L Li · · Zitiert von: 9 — In this way, the random walk ker- nel will count all pairs of matching walks on Gd and Gh through the adjacency matrix A. × d . We then.

DSpace@MIT

dspace.mit.edu

von T Lei · · Zitiert von: 148 — ference here is that there is an additional random walk ker- nel NN that connects i-th layer and the output layer. But this is just a linear combination of ...

ICML 2024

icml.cc

von N Kriege · · Zitiert von: 305 — Subsequently random walk ker- nels were extended to avoid repeated consecutive ver- tices and were combined with vertex label enrichment techniques by Mahé ...

OpenReview

openreview.net

von G Nikolentzos · · Zitiert von: 3 — ... walk ker- nels, and showed that its extent depends on properties of the graphs being compared Sugiyama &. Borgwardt (2015). Zhang et al. defined a different ...

SIAM Publications Library

epubs.siam.org

von L Oettershagen · · Zitiert von: 28 — In [19] a family of algorithms to recompute the random walk ker- nel efficiently when graphs are modified is presented. Wu et al. [38] propose graph kernels ...

The Association for the Advancement of Artificial Intelligence

ojs.aaai.org

von A Feng · · Zitiert von: 48 — ... the simultaneous random walks on graphs G and G′. The P-step random walk ker- nel can be calculated as. K(G, G′) = P. ∑ p=0. Kp(G, G′) = P. ∑ p=0 λp. |V×|. ∑.

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