Software that helps judges decide whether to jail a defendant while they await trial could cut crime and reduce racial disparities amongst prisoners. (more…)
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machine-learning-surveys - A curated list of Machine Learning Surveys, Overviews and Books. (more…)
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Esperanto’s ML inference accelerator features over a thousand RISC-V custom processor cores for industry-leading performance per watt. (more…)
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Machine Learning can often be a black box. To gain actionable insights, its helpful to know how a variable influences a model. Here we outline 5 ways to assess feature importance to affecting the probability of an outcome. (more…)
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Have you ever wondered how will the machine learning frameworks of the '20s look like?
In this essay, I examine the directions AI research might take and the requirements they impose
on the tools at our disposal, concluding with an overview of what I beli... (more…)
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