Concepts
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Starting to think about AI Fairness
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If you use deep learning for unsupervised part-of-speech tagging of Sanskrit, or knowledge discovery in physics, you probably don’t need to worry about ...

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Starting to think about AI Fairness
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If you use deep learning for unsupervised part-of-speech tagging of Sanskrit, or knowledge discovery in physics, you probably don’t need to worry about ...

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A first look at geometric deep learning
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To the practitioner, it may often seem that with deep learning, there is a lot of magic involved. Magic in how hyper-parameter choices affect performance, ...

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A first look at geometric deep learning
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To the practitioner, it may often seem that with deep learning, there is a lot of magic involved. Magic in how hyper-parameter choices affect performance, ...

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design is not magic – think
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the secret is mostly sweat and repetition It’s been over a year. It might be another. Today’s post is sharing a response to a struggling student honestly ...

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Five ways to do least squares (with torch)
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Note: This post is a condensed version of a chapter from part three of the forthcoming book, Deep Learning and Scientific Computing with R torch. Part ...

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Posit AI Blog: Discrete Fourier Transform
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Note: This post is an excerpt from the forthcoming book, Deep Learning and Scientific Computing with R torch. The chapter in question is on the Discrete ...

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Posit AI Blog: Wavelet Transform
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Note: Like several prior ones, this post is an excerpt from the forthcoming book, Deep Learning and Scientific Computing with R torch. And like many ...

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Evolving image recognition with Geometric Deep Learning
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This is the first in a series of posts on group-equivariant convolutional neural networks (GCNNs). Today, we keep it short, high-level, and conceptual; ...

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Posit AI Blog: Deep Learning and Scientific Computing with R torch: the book
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First things first: Where can you get it? As of today, you can download the e-book or order a print copy from the publisher, CRC Press; the free online ...

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Group-equivariant neural networks with escnn
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Today, we resume our exploration of group equivariance. This is the third post in the series. The first was a high-level introduction: what this is all ...

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What are Large Language Models? What are they not?
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“At this writing, the only serious ELIZA scripts which exist are some which cause ELIZA to respond roughly as would certain psychotherapists (Rogerians). ...

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