FairPut - Fair Machine Learning Outputs (Explainability, Robustness, Fairness) - firmai/fairput... (more…)

GitHub is where people build software. More than 83 million people use GitHub to discover, fork, and contribute to over 200 million projects. (more…)

Posted by Leopold Haller and Hernan Moraldo, Software Engineers, Google Research In the last two decades, dramatic advances in compute an... (more…)

In machine learning, we typically work with input pairs (x, y), and we try to figure out how x and y depend on each other.To do so, we gather many such pairs... (more…)

This article is a high-level introduction to an efficient worfklow for optimizing runtime performance of machine learning systems running on the GPU. Using traces from Nsight Systems to show real production scenarios, I introduce a set of common utilizati... (more…)