The increasing need to have machine learning in production, the need for automation and the right to explanation pushes for an evolution … (more…)

What does it really mean to run machine learning on the edge? Ekkono's researchers, engineers, and developers are constantly working hard to bring smart func... (more…)

This is an excellent overview at Stat on the current problems with machine learning in healthcare. It's a very hot topic indeed, and has been for some time. There has especially been a flood of manuscripts during the pandemic, applying ML/AI techniques to... (more…)

I was just pondering some ways to discuss machine learning terminology in a way that would be accessible to beginners, and figured I’d share my semi-thought-out ideas here. I’m sure this has been done before, but here are some common machine learning term... (more…)

Deep learning face recognition models are used by state-of-the-art surveillance systems to identify individuals passing through public areas (e.g., airports). Previous studies have demonstrated the use of adversarial machine learning (AML) attacks to succ... (more…)