brandeis-machine-learning
Machine Learning Research Projects Performed by Hongfu Liu's Group at Brandeis University
Waltham, MA
Pinned Repositories
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's Repositories
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/influence-fairness
Code for ICML 2022 paper: Achieving Fairness at No Utility Cost via Data Reweighing with Influence
brandeis-machine-learning/FairOutlierDetection
Code for SIGKDD'2021 paper: Deep Clustering based Fair Outlier Detection
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