brandeis-machine-learning

awesome-ml-fairness

Papers and online resources related to machine learning fairness

DeepFairClustering

Code for CVPR'2020 paper: Deep Fair Clustering for Visual Learning

Dota2HeroChangePrediction

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

FairAdj

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

FairOutlierDetection

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

Graph-Graph-Similarity-Network

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

Graph-Label-invariant-Augmentation

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

Implicit-Semantic-Response-Alignment

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

InfectionMechanismSpectrumPrediction

Code for Cell Patterns, Volume 2, Issue 5's paper Network-based Virus-host Interaction Prediction with Application to SARS-CoV-2

influence-fairness

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

brandeis-machine-learning/awesome-ml-fairness

Papers and online resources related to machine learning fairness

brandeis-machine-learning/FairAdj

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

brandeis-machine-learning/FairOutlierDetection

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

brandeis-machine-learning/influence-fairness

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

brandeis-machine-learning/Graph-Label-invariant-Augmentation

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

brandeis-machine-learning/DeepFairClustering

Code for CVPR'2020 paper: Deep Fair Clustering for Visual Learning

brandeis-machine-learning/InfectionMechanismSpectrumPrediction

Code for Cell Patterns, Volume 2, Issue 5's paper Network-based Virus-host Interaction Prediction with Application to SARS-CoV-2

brandeis-machine-learning/Dota2HeroChangePrediction

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

brandeis-machine-learning/Graph-Graph-Similarity-Network

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

brandeis-machine-learning/Implicit-Semantic-Response-Alignment

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

brandeis-machine-learning/Second-Order-Unsupervised-Feature-Selection

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

brandeis-machine-learning/FairPy

FairPy: A Python Library for Machine Learning Fairness

brandeis-machine-learning/brandeis-machine-learning.github.io

brandeis-machine-learning/Category_Aware_DA

For paper ICML'24 Category-Aware Active Domain Adaptation.