We just published an article discussing our recent work on stabilizing generative adversarial networks.

The biggest AI conference of the year has just ended: NIPS in Barcelona broke all records this year and the program was exciting as always. It certainly remains my favorite conference to attend.

One of the best things about NIPS are the numerous high-quality workshops; this year David Lopez-Paz, Alex …

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 point of view of a machine learning researcher.

Living in …

A common numerical operation in statistical computing is to compute

where \(x_i \in \mathbb{R}\), and \(n\) is potentially very large.

We can implement the above computation by exponentiating each number, then summing them, then taking a logarithm as follows (written in Julia …

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 factors attest an unprecedented level of activity: capital investments, number …