Dominik Alfke

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 7

Top Topics

Adjacency Matrix

Low Rank And Sparse

Fully Connected

Top Venues

Frontiers Appl. Math. Stat.

Data Min. Knowl. Discov.

Publications

Dominik Alfke, Martin Stoll
Pseudoinverse graph convolutional networks. Data Min. Knowl. Discov. 35 (4) (2021)
Dominik Alfke, Miriam Gondos, Lucile Peroche, Martin Stoll
A Study of Graph-Based Approaches for Semi-Supervised Time Series Classification. CoRR (2021)
Dominik Alfke, Martin Stoll
Pseudoinverse Graph Convolutional Networks: Fast Filters Tailored for Large Eigengaps of Dense Graphs and Hypergraphs. CoRR (2020)
Dominik Alfke, Weston Baines, Jan Blechschmidt, Mauricio J. del Razo Sarmina, Amnon Drory, Dennis Elbrächter, Nando Farchmin, Matteo Gambara, Silke Glas, Philipp Grohs, Peter Hinz, Danijel Kivaranovic, Christian Kümmerle, Gitta Kutyniok, Sebastian Lunz, Jan MacDonald, Ryan Malthaner, Gregory Naisat, Ariel Neufeld, Philipp Christian Petersen, Rafael Reisenhofer, Jun-Da Sheng, Laura Thesing, Philipp Trunschke, Johannes von Lindheim, David Weber, Melanie Weber
The Oracle of DLphi. CoRR (2019)
Dominik Alfke, Martin Stoll
Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks. CoRR (2019)
Dominik Alfke, Daniel Potts, Martin Stoll, Toni Volkmer
NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks. CoRR (2018)
Dominik Alfke, Daniel Potts, Martin Stoll, Toni Volkmer
NFFT Meets Krylov Methods: Fast Matrix-Vector Products for the Graph Laplacian of Fully Connected Networks. Frontiers Appl. Math. Stat. 4 (2018)