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197 search results found

Fairrecsys ⭐ 14

Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)

Dbpapers ⭐ 14

Classic and recent papers of each topic

Linear Temporal Logic

Mesos_scr_jp ⭐ 14

Mesos Source Code Reading Group Repo

Fairness ⭐ 14

It's about Fairness. Supporting the CULT Family https://github.com/orgs/cultfamily-on-github/repos

Bias In Credit Models ⭐ 13

Examples of unfairness detection for a classification-based credit model

Apprenticeship ⭐ 13

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

Kidneyexchange ⭐ 13

Kidney paired donation optimization code

Tm Proposer Idris ⭐ 13

Formalization of Tendermint proposer election properties

Mlr3fairness ⭐ 13

mlr3 extension for Fairness in Machine Learning

Fairclassifier ⭐ 13

An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.

Learning Certified Individually Fair Representations

Cedar Project ⭐ 12

Build project for all CEDAR Java repositories

Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.

Monitor Wml Model With Watson Openscale ⭐ 12

Monitor performance, fairness, and quality of a WML model with AI OpenScale APIs

Trusted Ml Pipelines ⭐ 12

Trusted ML Pipeline Tutorial

Awesome Data Steward Resources ⭐ 12

A list of resources to learn about data stewardship

Red-Black Tree and Completely Fair Scheduler Simulation and Visualization

Openrefine Metadata Extension ⭐ 11

Extension for OpenRefine to support FAIR metadata

Fair Data Maturity Model Wg ⭐ 10

https://www.rd-alliance.org/group/fair-data-maturi

Datafairport ⭐ 10

Multimodal_fairness ⭐ 10

Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"

DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks

Interp Workshop 2019 ⭐ 10

Fairness and Interpretability IACS ComputeFest 2019

Ml_fairness_ethics_explainability ⭐ 10

Fairness, Ethics, Explainability in AI and ML

Responsible Ai Workshop ⭐ 9

Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice

Null-sampling for Interpretable and Fair Representations

Fair_credit_scoring ⭐ 9

Fair ML in credit scoring: Assessment, implementation and profit implications

[UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition

Trusted Ai Workshops ⭐ 9

Introduction to trusted AI. Learn to use fairness algorithms to reduce and mitigate bias in data and models with aif360 and explain models with aix360

Fairlex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing

Fa Ir_ranking ⭐ 8

A post-processing method to create fair rankings wrt ranked group fairness

Applied Computing Series ⭐ 8

Fairbench ⭐ 8

Comprehensive AI fairness exploration.

Laundryml ⭐ 8

Code for our paper "Fairwashing: the risk of rationalization" (https://arxiv.org/abs/1901.09749) accepted at ICML 2019.

Cortex Certifai Examples ⭐ 8

Neural Property Approximate Quantifier

Explore/examine/explain/expose your model with the explabox!

Awesome Ai Fairness ⭐ 8

Awesome list of AI Fairness tools, research papers, tutorials and any other relevant materials. For use by data scientists, AI engineers and policymakers alike.

Sonder is an open-source platform enabling access to diverse knowledge.

Recidivismcasestudy ⭐ 8

Case study on evaluating statistical tools that predict recidivism.

Proxy Protocol Js ⭐ 8

A PROXY protocol (v1/v2) builder and parser for JavaScript

Nlp Fairness For India ⭐ 8

Contains data resources to replicate results from the paper “Re-contextualizing Fairness in NLP: The Case of India”.

Wendy, the good little fairness widget

Code for the 2023 ICCV paper "VLSlice: Interactive Vision-and-Language Slice Discovery."

Matching With Gans ⭐ 7

Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼‍🦰👱🏽‍♂️👴🏾

Virtual Users ⭐ 7

NS-2 code for simulating results in Universal Packet Scheduling

Cpfairrecsys ⭐ 7

[Official Codes] CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems (SIGIR2022)

pranaam: predict religion based on name

Aequitas, a directed fairness testing framework machine learning models.

Ai Research Fairsourcing ⭐ 7

This project provides actionable insights to improve Fairness and Diversity metrics during the recruiting pipeline of a company. It assesses the impact of each candidate with respect to the team's objectives. You can select the desired dimensions to consider as well as what are the relevant subgroups. Track your progress through time and adapt your targets!

Bias Detection ⭐ 7

Detection of propaganda or partisan allegiance in natural text.

Datagraph ⭐ 7

Scheduling optimization algorithm use case implementation

Machinebias.github.io ⭐ 7

Cultural Bias in Machine Intelligence -- Journalistic Coverage, Technical Toolkits, Product Process

Fair Classification ⭐ 7

Code for “Fair and Optimal Classification via Post-Processing”.

Fair Pricing ⭐ 7

Source code for WWW 2022 paper "Regulatory Instruments for Fair Personalized Pricing".

Ldp Fairness Impact ⭐ 7

Repository for the DBSec 2023 paper "(Local) Differential Privacy has NO Disparate Impact on Fairness"

Variational Fair Clustering ⭐ 7

Variational Fair clustering

(WIP) ScienceFair strategy

Code for paper `Improving the Fairness of Deep Generative Models without Retraining`

Shapley_valuation ⭐ 6

PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]

Shortcuts Chest Xray ⭐ 6

Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays - ISBI 2023

Fairdisco ⭐ 6

[ECCV Workshop 2022] FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning

Monitor Custom Ml Engine With Watson Openscale ⭐ 6

Deploy a Custom Machine Learning engine and Monitor Payload Logging and Fairness using AI OpenScale

The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation (Bias@ECIR 22))

Causal Dyna Fair ⭐ 6

Code for ICML 2020 paper Causal Modeling for Fairness In Dynamical Systems

Fair Automl ⭐ 6

Repo for the paper "Promoting Fairness through Hyperparameter Optimization" @ ICDM 2021

Shortcut Ood Fairness ⭐ 6

The Limits of Fair Medical Imaging AI In The Wild

FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback

React Indie Bundle Donations ⭐ 6

Suggest a JS Ecosystem Creator we should donate to.

Fairml Farm ⭐ 6

A collection of implementations of fair ML algorithms

Cost Of Fairness ⭐ 6

Replication materials for "Algorithmic decision making and the cost of fairness," by Corbett-Davies et al.

Aaai 2021 Tutorial ⭐ 5

Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Zifan Wang

This is the code for the paper "Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning" in IEEE Transactions on Evolutionary Computation.

Deep Learning Fairness ⭐ 5

The Moon Game ⭐ 5

Freedogeon The Moon Game Source Code

simpson's paradox inspired fairness forensics

Canonical_sets ⭐ 5

Exposing Algorithmic Bias with Canonical Sets

Throttled Reader ⭐ 5

An io::Read proxy that limits calls to read()

WordBias: Visualizing Intersectional Social biases encoded in Word Embeddings

Philosophy Stuttgart ⭐ 5

Our scientific ethos, our scientific community at the Institute of Philosophy at the University of Stuttgart

Eos_game_reports ⭐ 5

Statistical reports and analysis for EOS games

Embedding Fairness ⭐ 5

Studying gender bias in word embeddings via skipgram and SVD methods; developing fairness regularization and debiasing techniques.

Especializacaounifacisa2019 ⭐ 5

Material do Módulo de Machine Learning I - Especialização em Ciência de Dados

Peeps Chili ⭐ 5

Ethics with a side of chili. And peeps.

Bpdmtutorial ⭐ 5

Uge Unbiased Graph Embedding ⭐ 5

This is the code for paper "Unbiased Graph Embedding with Biased Graph Observations" accepted by WWW'22.

Fair Atomic Swap ⭐ 5

On the optionality and fairness of Atomic Swaps

Open-source toolkit to help companies implement responsible AI workflows.

Fairness_diagnostics ⭐ 5

Tool to visualize and diagnose fairness issues in machine learning

Causality Fairness ⭐ 5

References for Papers at the Intersection of Causality and Fairness

Ai Fairness ⭐ 5

Notes, references and materials on AI Fairness that I found useful and helped me in my research. Recommendations are welcome.

Bursting Burden ⭐ 5

📝 Accompanying code for our paper "Bursting the Burden Bubble: An Assessment of Sharma et al.’s Counterfactual-Based Fairness Metric"

101-197 of 197 search results

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