We just published an article discussing our recent work on stabilizing generative adversarial networks.
Sebastian's slow blog
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Book Review: Computer Age Statistical Inference
A new book, Computer Age Statistical Inference: Algorithms, Evidence, and Data Science by Bradley Efron and Trevor Hastie, was released in July this year. I finished reading it a few weeks ago and this is a short review from the …
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Streaming Log-sum-exp Computation
A common numerical operation in statistical computing is to compute
$$\log \sum_{i=1}^n \exp x_i,$$where \(x_i \in \mathbb{R}\), and \(n\) is potentially very large.
We can implement the above computation by exponentiating each number, then summing …
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Where will Artificial Intelligence come from?
Artificial Intelligence (AI) is making progress in great strides, or at least it appears so! Almost no week passes by without some major announcements of new challenges solved by AI technology or new products powered by AI.
Indeed many quantifiable …