Archives for explainability in AI
Explainable AI (XAI) is key to establishing trust among users and fighting the black-box nature of machine learning models. In general, XAI enhances accountability and reliability in machine learning models. For a long time, tech giants like Google, IBM and others have poured resources on explainable AI to explain the decision-making process of such models. …
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New-age technologies like AI and machine learning offer transformational opportunities for the human species as a whole. Humans have the power to shape and apply technology to create positive change and improve lives. Hence, it is critical to ensure that our governments and industry leaders take a human-centric approach to maximise the impact of technologies…
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Explainable artificial intelligence is an emerging method for boosting reliability, accountability, and dependence in critical areas. This is done by merging machine learning approaches with explanatory methods that reveal what the decision criteria are or why they have been established and allow people to better understand and control AI-powered tools. Below here, we have discussed…
The post Top Milestones On Explainable AI In 2020 appeared first on Analytics India Magazine.
Explainable artificial intelligence is an emerging method for boosting reliability, accountability, and dependence in critical areas. This is done by merging machine learning approaches with explanatory methods that reveal what the decision criteria are or why they have been established and allow people to better understand and control AI-powered tools. Below here, we have discussed…
The post Top Milestones On Explainable AI In 2020 appeared first on Analytics India Magazine.
Artificial intelligence is growing at a rapid pace to the point where it is making important decisions for us. While this can be beneficial in some ways, AI algorithms which discriminate or have a bias in the decision-making process can result in unprecedented repercussions for individuals or sections of society. Algorithms are, in the end,…
The post Top 8 Initiatives By Large Tech Firms To Ensure Fairness in AI appeared first on Analytics India Magazine.
The session “Explainable AI For Computer Vision” was presented at the first of its kind Computer Vision conference, CVDC 2020 by Avni Gupta, who is the Technology Lead at Synduit. Organised by the Association of Data Scientists (ADaSCi), the premier global professional body of data science and machine learning professionals, it is a first-of-its-kind virtual…
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