How to Use t-SNE Effectively
A popular method for exploring high-dimensional data is something called t-SNE, introduced by van der Maaten and Hinton in 2008 [1]. The technique has become widespread in the field of machine learning, since it has an almost magical ability to create compelling two-dimensonal “maps” from data with hundreds or even thousands of dimensions. Although impressive, these images can be tempting to misre
Using Artificial Intelligence to Augment Human Intelligence
Sentence from Pride and Prejudice by Jane Austen. Interpolated by the authors. Inspired by experiments done by the novelist Robin Sloan Such generative interfaces provide a kind of cartography of generative models, ways for humans to explore and make meaning using those models. We saw earlier that the font model automatically infers relatively deep principles about font design, and makes them avai
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