Artificial Intelligence

Where deep learning meets chaos

For us deep learning practitioners, the world is – not flat, but – linear, mostly. Or piecewise linear. Like other…

Posit AI Blog: torch for tabular data

Machine learning on image-like data can be many things: fun (dogs vs. cats), societally useful (medical imaging), or societally harmful (surveillance).…

Posit AI Blog: Infinite surprise

Among deep learning practitioners, Kullback-Leibler divergence (KL divergence) is perhaps best known for its role in training variational autoencoders (VAEs).…

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