Archives for AI Fairness 360

27 Jan

Guide to AI Fairness 360: An Open Source Toolkit for Detection And Mitigation of Bias in ML Models

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image-19498

As time passed, AI and ML have become more integral parts of our day-to-day life. People in today’s world are exposed to this new wave of technology in one way or another without even knowing it. Some of the most common examples of it are home assistants(Alexa, Siri, etc), recommendation systems(Amazon, Youtube, etc), chatbots, etc.…

The post Guide to AI Fairness 360: An Open Source Toolkit for Detection And Mitigation of Bias in ML Models appeared first on Analytics India Magazine.

27 Jan

Guide to AI Fairness 360: An Open Source Toolkit for Detection And Mitigation of Bias in ML Models

image-19499
image-19499

As time passed, AI and ML have become more integral parts of our day-to-day life. People in today’s world are exposed to this new wave of technology in one way or another without even knowing it. Some of the most common examples of it are home assistants(Alexa, Siri, etc), recommendation systems(Amazon, Youtube, etc), chatbots, etc.…

The post Guide to AI Fairness 360: An Open Source Toolkit for Detection And Mitigation of Bias in ML Models appeared first on Analytics India Magazine.

07 Feb

Google’s New ML Fairness Gym Has A Clear Mission — Track Down Bias & Promote Fairness In AI

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image-9894

Human societies are extremely complex. The cultural, racial and geographical differences around the globe and the lack of curated data make ‘fairness’ in technology a huge challenge. Now, in an attempt to track the long term societal impacts of artificial intelligence, Google researchers recently released a machine learning fairness gym. They have done this by…

The post Google’s New ML Fairness Gym Has A Clear Mission — Track Down Bias & Promote Fairness In AI appeared first on Analytics India Magazine.

20 Sep

IBM Launches ‘AI Fairness 360’ To Detect Bias In Artificial Intelligence

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image-246

IBM is launching a new tool which will check biases in algorithms and try to understand how and why they crept in, and how to mitigate them. Called AI Fairness 360 (AIF360), this product by IBM is a comprehensive open-source toolkit of metrics to check for unwanted bias in datasets, machine learning models, and state-of-the-art algorithms. […]

The post IBM Launches ‘AI Fairness 360’ To Detect Bias In Artificial Intelligence appeared first on Analytics India Magazine.