In the first year of my PhD, I started trauma recovery therapy to heal from domestic violence. It mostly consisted of something called “reprocessing sessions''; using a technique called EMDR we would revisit traumatic memories in my life, and try to figur... (more…)
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Learn how to build and deploy a machine learning application from scratch. An end-to-end tutorial on data scraping, modeling and deployment... (more…)
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New research out of the University of Chicago illustrates the conflict that has arisen in the past ten years between the SEO benefits of long-form content, and the difficulty that machine learning systems have in gleaning essential data from it. In develo... (more…)
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Machine learning systems are now ubiquitous and work well in several applications, but it is still relatively unexplored how much information they can leak. This blog post explores the most recent techniques that cause ML models to leak private data, an o... (more…)
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Many warn that Artificial Intelligence has a serious reproducibility crisis, but is it so? Some conclusions from the author's experience trying to replicate 255 papers. (more…)
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