11 datasets found

The dataset used in the paper "Classification Under Strategic Self-Selection". It contains features and labels for bank customers, and is used to study the effects of...

The dataset used in the paper is a graph dataset, where each node represents a person and each edge represents a connection between two people. The dataset is used to evaluate...

The dataset used in the paper is a graph dataset, where each node represents a person and each edge represents a connection between two people. The dataset is used to evaluate...

The dataset used in the paper is a private car insurance dataset.

The dataset is used to evaluate the fairness of machine learning models.

The dataset is used to evaluate the fairness of a recidivism algorithm.

The FairRepair tool repairs an unfair decision tree to be fair relative to a dataset.

FairFace is a dataset of face images for fairness audit and evaluation, intentionally constructed to be approximately racially balanced.

The dataset used in the paper is a collection of probabilistic causal models, each representing a potentially socially-sensitive scenario.

DeBayes: a Bayesian method for debiasing network embeddings

A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category...