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brandeis-machine-learning

Machine Learning Research Projects Performed by Hongfu Liu's Group at Brandeis University

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  1. awesome-ml-fairness awesome-ml-fairness Public

    Papers and online resources related to machine learning fairness

    65 6

Repositories

Showing 10 of 12 repositories
  • Graph-Graph-Similarity-Network Public

    This repository contains the python implementation for paper "Graph-Graph Similarity Network"

    brandeis-machine-learning/Graph-Graph-Similarity-Network’s past year of commit activity
    Python 3 1 0 0 Updated Apr 6, 2024
  • awesome-ml-fairness Public

    Papers and online resources related to machine learning fairness

    brandeis-machine-learning/awesome-ml-fairness’s past year of commit activity
    65 Apache-2.0 6 1 0 Updated May 11, 2023
  • FairPy Public

    FairPy: A Python Library for Machine Learning Fairness

    brandeis-machine-learning/FairPy’s past year of commit activity
    0 BSD-2-Clause 0 0 0 Updated Mar 1, 2023
  • Graph-Label-invariant-Augmentation Public

    Source Code for "Label-invariant Augmentation for Semi-Supervised Graph Classification"

    brandeis-machine-learning/Graph-Label-invariant-Augmentation’s past year of commit activity
    Python 7 Apache-2.0 1 1 0 Updated Dec 16, 2022
  • Second-Order-Unsupervised-Feature-Selection Public

    This repository contains the python implementation for paper "Second-Order Unsupervised Feature Selection via Knowledge Contrastive Distillation".

    brandeis-machine-learning/Second-Order-Unsupervised-Feature-Selection’s past year of commit activity
    Python 1 0 1 0 Updated Dec 10, 2022
  • influence-fairness Public

    Code for ICML 2022 paper: Achieving Fairness at No Utility Cost via Data Reweighing with Influence

    brandeis-machine-learning/influence-fairness’s past year of commit activity
    Python 11 Apache-2.0 1 0 0 Updated Aug 3, 2022
  • Implicit-Semantic-Response-Alignment Public

    Pytorch implementation for NIPS2021 paper Implicit Semantic Response Alignment for Partial Domain Adaptation.

    brandeis-machine-learning/Implicit-Semantic-Response-Alignment’s past year of commit activity
    Python 1 0 0 0 Updated Nov 28, 2021
  • FairOutlierDetection Public

    Code for SIGKDD'2021 paper: Deep Clustering based Fair Outlier Detection

    brandeis-machine-learning/FairOutlierDetection’s past year of commit activity
    Python 11 1 0 0 Updated Oct 15, 2021
  • Dota2HeroChangePrediction Public

    This repository contains the python implementation for paper "A Gospel for MOBA Game: Ranking-Preserved Hero Change Prediction in Dota 2".

    brandeis-machine-learning/Dota2HeroChangePrediction’s past year of commit activity
    Python 3 0 0 0 Updated Jul 21, 2021
  • FairAdj Public

    Code for ICLR'2021 paper: On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections

    brandeis-machine-learning/FairAdj’s past year of commit activity
    Python 12 MIT 4 1 0 Updated Jul 17, 2021

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