Aleksandar Bojchevski (abojchevski)

abojchevski

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Location:Munich

Home Page:https://abojchevski.github.io/

Twitter:@abojchevski

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Aleksandar Bojchevski's repositories

graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

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node_embedding_attack

Adversarial Attacks on Node Embeddings via Graph Poisoning

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sparse_smoothing

Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More"

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rsc

Robust Spectral Clustering. Implementation of "Robust Spectral Clustering for Noisy Data: Modeling Sparse Corruptions Improves Latent Embeddings".

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paican

Implementation of "Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure".

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graph_cert

Certifiable Robustness to Graph Perturbations

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nips-scraper

Scrapes the abstracts to NIPS 2017 papers.

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abojchevski.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

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edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

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labwatch

An extension to Sacred for automated hyperparameter optimization.

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ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

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pymc3

Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.

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pytorch_geometric

Graph Neural Network Library for PyTorch

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