menu
  • About
    • Blog
  • Consulting
  • Trends
    • Algorithmic Bias in AI
    • Racial Bias in AI
    • COVID-19
  • Industries
    • Data Science
    • Financial Services
    • Human Resources
    • Identity Management
    • Medical Imaging
    • Consulting Services
  • Contact
  • Submit Listing

Algorithmic Bias in AI

Machine learning algorithms are dependent on significantly large datasets. Algorithmic bias occurs when, algorithm designs or the data development process precursor (collection, labeling, cleaning) to train algorithms, result in unfair outcomes that show bias to a select group of individuals at the expense of other groups.

Algorithmic bias is found everywhere online including search engine results, social media platforms,  recruitment tools, digital advertising, facial recognition technology, criminal justice software and more.

These companies offer products, services, data sets and tools that use GDPR based audit frameworks or statistical methods to identify and test for hidden biases in algorithms. Additionally, they may offer diverse datasets to facilitate AI application outcomes that are fair and equal for ALL users.


 

BABL AI Inc.

BABL AI is a research consultancy that focuses on the ethics of artificial intelligence, algorithmic bias and discrimination, and ...

Ethically Aligned AI

We help companies verify that the way they are using artificial intelligence in their product or service is aligned ...

Arthur AI

Arthur AI is the first production AI monitoring platform, giving enterprises the tools to detect model issues proactively, in ...

Weights & Biases

Weights & Biases helps companies turn deep learning research projects into deployed software by helping teams track their models, ...

Truera

Based on six years of research performed at Carnegie Mellon University, Truera’s ...

DataRobot

DataRobot is the leader in enterprise AI, delivering trusted AI technology and enablement services to global enterprises competing in ...

Xsaras

Xsaras is a Data for AI company which meets data collection, cleansing and labeling needs for machine ...

AIethics.AI

A resource for policy makers, researchers, designers, developers and others interested in AI and robotic systems. The website gives ...

Arena Analytics

Arena applies predictive analytics and machine learning to solve talent acquisition challenges. Learning algorithms analyze a large amount of ...

Synthesized.io

Synthesized’s new Community Edition Bias Mitigation tool is designed to ...

Virtue Consulting

The Virtue Network is comprised of over 60 professional ethicists, data scientists, and engineers from all over the world, ...

Zest AI

Zest’s software mitigates bias in credit underwriting algorithms so that banks, credit unions, and other lenders can lend ...

H20.AI

H2O.ai is a visionary Silicon Valley open source software company that created and reimagined what is possible. ...

Jumio

Fraudsters and money launderers have no place in today’s digital economy. To protect against fraud and financial crime, ...

Unbiased

Unbiased AB is a tech company based in Sweden, Fighting Fake News and Misinformation with a focus on futuristic ...

MeVitae

MeVitae offers fairer hiring solutions to build the workforces of the future.

Ideal

Ideal is an AI-powered talent screening & matching system that helps enterprise teams make more accurate, fair, and efficient ...

Swyg

Swyg wants to revolutionize the company hiring process. The company combines peer-to-peer interviewing technology with artificial intelligence. Candidates interview ...

SpeechText.AI

SpeechText.AI is the first multilingual and industry-specific transcription service that can transcribe audio/video with close to human ...

Vintra

Vintra offers AI-powered video analytics solutions that transform video from any camera source into actionable, tailored and trusted intelligence, ...

Algorithm Watch

AlgorithmWatch is a non-profit research and advocacy organization committed to evaluating and shedding light on algorithmic decision-making processes that ...

Data 4 Black Lives

Data for Black Lives is a group of activists, organizers, and mathematicians committed to the mission of using data ...

FAT M/L

The past few years have seen growing recognition that machine learning raises novel challenges for ensuring non-discrimination, due process, ...

O’Neil Risk Consulting & Algorithmic Auditing (ORCAA)

ORCAA is a consulting company that helps companies and organizations manage and audit their algorithmic risks.

Algorithmic Justice League

The Algorithmic Justice League is a collective that aims to highlight bias through media, art and ...

IBM Research Watson AI Lab

The MIT-IBM Watson AI Lab’s leverage recent advances in AI and computational cognitive modeling, such as contractual approaches ...

Copyright ©2023 Bias In AI. All rights reserved. Term of Services Privacy Policy