Dominik Alfke | DeepAI

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Featured Co-authors

Martin Stoll
29 publications
Daniel Potts
21 publications
Toni Volkmer
7 publications
Miriam Gondos
1 publication
Lucile Peroche
1 publication

research

∙ 04/16/2021

A Study of Graph-Based Approaches for Semi-Supervised Time Series Classification

Time series data play an important role in many applications and their a...

0 Dominik Alfke, et al. ∙

research

∙ 08/03/2020

Pseudoinverse Graph Convolutional Networks: Fast Filters Tailored for Large Eigengaps of Dense Graphs and Hypergraphs

Graph Convolutional Networks (GCNs) have proven to be successful tools f...

0 Dominik Alfke, et al. ∙

research

∙ 05/24/2019

Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks

Graph Convolutional Networks (GCNs) have proven to be successful tools f...

0 Dominik Alfke, et al. ∙

research

∙ 08/14/2018

NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks

The graph Laplacian is a standard tool in data science, machine learning...

6 Dominik Alfke, et al. ∙