Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.
Official implementation of our work "Collaborative Fairness in Federated Learning."
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
UP5: Unbiased Foundation Model for Fairness-aware Recommendation
Fairness-aware Online Price Discrimination with Nonparametric Demand Models
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
Official implementation of "Fairness-Aware Meta-Learning via Nash Bargaining." We explore hypergradient conflicts in one-stage meta-learning and their impact on fairness. Our two-stage approach uses N...
Papers on fairness in NLP
Tensorflow's Fairness Evaluation and Visualization Toolkit
Researching background jobs fairness
翻译 - 研究背景工作的公平性
Comparing fairness-aware machine learning techniques.
Automating situational awareness for cloud penetration tests.
Hands-on tutorial on ML Fairness
Dynamic Situational Awareness Qt
C# Situational Awareness Script
Situational Awareness Server compatible with TAK clients
Situational Awareness commands implemented using Beacon Object Files
A curated list of awesome Fairness in AI resources
All about explainable AI, algorithmic fairness and more
The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.
IBM Space Tech - Space Situational Awareness
Official implementation of Character Region Awareness for Text Detection (CRAFT)
翻译 - 字符检测区域字符识别（CRAFT）的正式实施
Maritime Situational Awareness: An Exploration
#计算机科学#A Python package to assess and improve fairness of machine learning models.
翻译 - 一个Python包，用于评估和提高机器学习模型的公平性。
Distributed Automated Situational Awareness
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search
Communal Broadband Situational Awareness Utility