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  1. link_bias_amplification link_bias_amplification Public

    Official implementation of "Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction"

    Jupyter Notebook 4 1

  2. positional-encodings positional-encodings Public

    Jupyter Notebook 3

  3. degree-bias-exploration degree-bias-exploration Public

    Official implementation of "Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks"

    Jupyter Notebook 3 1

  4. PyMash PyMash Public

    Creates mashups of songs and evaluates which two songs make the best mashup.

    Python 2 1

  5. pytorch-mitigating-unwanted-biases-with-adversarial-learning pytorch-mitigating-unwanted-biases-with-adversarial-learning Public

    PyTorch implementation of "Mitigating Unwanted Biases in Word Embeddings with Adversarial Learning". Adapted from https://colab.research.google.com/notebooks/ml_fairness/adversarial_debiasing.ipynb.

    Python 2 1

  6. auto-fpt auto-fpt Public

    Automating Free Probability Theory (FPT) Computations for Machine Learning Theory

    Python 2 2