Can machine-learning models overcome biased datasets The Artificial Intelligence Podcast
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- Technology
Researchers have applied the tools of neuroscience to study when and how an artificial neural network can overcome bias in a dataset. They found that data diversity, not dataset size, is key and that the emergence of certain types of neurons during training plays a major role in how well a neural network is able to overcome dataset bias.
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Send in a voice message: https://podcasters.spotify.com/pod/show/tonyphoang/message
Researchers have applied the tools of neuroscience to study when and how an artificial neural network can overcome bias in a dataset. They found that data diversity, not dataset size, is key and that the emergence of certain types of neurons during training plays a major role in how well a neural network is able to overcome dataset bias.
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Send in a voice message: https://podcasters.spotify.com/pod/show/tonyphoang/message
9 min