GbR 2023 !
Together with Paul Honeine, Luc Brun and the two PhD students Stevan Stanovic et Clément Gledel, we have two papers accepted in IAPR TC 15 conference : Graph-based Representations for Pattern Recognition which will be held in Salerno next september.
The two papers are :
Graph Normalizing Flows to Pre-image Free Machine Learning for Regression, with Clément Gledel and Paul Honeine on the definition of machine learning models operating on graphs without the problem of preimage, hence bringing explicability to our models.
→ the code
Maximal Independent Sets for Pooling in Graph Neural Networks with Stevan Stanovic and Luc Brun on the definition of new pooling operators for GNN where the sampling is based on MIS on graphs, hence providing a span of the graph while performing its coarsening.
→ the code