NoBIAS ITN Project

nobias

domain-adaptive-trees

Decision trees with representation

.github

initial-screening-order-problem

repository for The Initial Screening Order Problem working paper

LinkPredBias

Bias in Link Prediction Benchmarks

multidisciplinary-data-challenge

Data Challenge leading to A Multidisciplinary Lens of Bias in Hate Speech

nobias-project.github.io

OT-ICNN-bias

The original project aimed at learning the optimal transport map via input convex neural neworks. We want to exploit this technique to discover bias in image data.

REASONX

REASONX (reason to explain)

weighted-pdp

Repository for weighted (causal) PDP

X-SPELLS-V2

Explaining Sentiment Classification with Diverse Synthetic Exemplars and Counter-Exemplars

counterfactual-situation-testing

Code for working paper on counterfactual situation testing

Doc-BiasO

DocBiasO, an ontology-driven approach to support the documentation of bias in data.

DocBiasKG

explainability-in-practice

code for the paper "Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in Senegal"

ExplainablePrivacy

FairEncoding