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Ghent University Artificial Intelligence & Data Analytics Group's Projects

csne icon csne

Source code for CSNE: Conditional Signed Network Embeddings (CIKM2020)

debayes icon debayes

DeBayes: a Bayesian Method for Debiasing Network Embeddings (ICML 2020).

dlp_exploration icon dlp_exploration

Code for the paper "Exploring the Performance of Continuous-Time Dynamic Link Prediction Algorithms"

dlp_viz icon dlp_viz

Repo accompanying the paper "New Perspectives on the Evaluation of Link Prediction Algorithms for Dynamic Graphs"

evalne-robustness icon evalne-robustness

Code for robustness evaluation using EvalNE (will be integrated in the main framework at a later stage)

fipr icon fipr

The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness Regularizer (ECML-PKDD 2021).

grab icon grab

Source code for GraB: Quantifying and Reducing Imbalance in Networks

graph-vis-eval icon graph-vis-eval

Evaluating Representation Learning and Graph Layout Methods for Visualization (IEEE GC&A 2022)

grease icon grease

Source code for GREASE: Graph imbalance REduction by Adding Sets of Edges (GREASE)

maxentcomb icon maxentcomb

Source code for the paper "Block-Approximated Exponential Random Graphs" (DSAA2020)

nrl4lp icon nrl4lp

Instructions for replicating the experiments in the paper "Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress?" (DSAA2020)

otf icon otf

Optimal Transport of Classifiers to Fairness (NeurIPS 2022).

recon icon recon

This repository contains the source code, installation and use instructions for the method presented in the paper: Reducing congestion in job recommendation with optimal transport. We provide Python implementations of the complete ReCon model.

sigmoidal-nmfd icon sigmoidal-nmfd

Code for the paper "Sigmoidal NMFD: Convolutional NMF with Saturating Activations for Drum Mixture Decomposition"

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