When training a facial recognition algorithm, using for example convolutional neural network, how to ensure that the trained algorithm is not biased towards a certain class/type of the trained data?
Dear Abdulrahman Alruban ,
At this moment in history it’s impossible not to see the problems that arise from human bias. Now magnify that by compute and you start to get a sense for just how dangerous human bias via machine learning can be.
https://techcrunch.com/2018/11/06/3-ways-to-avoid-bias-in-machine-learning/
Regards,
Shafagat
I think you should take the open treatment so that it is treated to all aspects
Dear Abdulrahman Alruban ,
At this moment in history it’s impossible not to see the problems that arise from human bias. Now magnify that by compute and you start to get a sense for just how dangerous human bias via machine learning can be.
https://techcrunch.com/2018/11/06/3-ways-to-avoid-bias-in-machine-learning/
Regards,
Shafagat
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