Aleksandar Bojchevski
@abojchevskiProfessor at the University of Cologne. Trustworthy Machine Learning & ML on Graphs.
Language Breakdown
Lines of code distribution across 8 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
24
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
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Top Repositories
Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".
Adversarial Attacks on Node Embeddings via Graph Poisoning
Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More"
Robust Spectral Clustering. Implementation of "Robust Spectral Clustering for Noisy Data: Modeling Sparse Corruptions Improves Latent Embeddings".
Implementation of "Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure".
Certifiable Robustness to Graph Perturbations
Benchmark datasets, data loaders, and evaluators for graph machine learning
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
Graph Neural Network Library for PyTorch
Open Source Impact
Contributions to external projects
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