Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has also made significant progress. However, this progress has largely focused on the archi... (more…)

Enabling Semantic Similarity In SQL Using Word Embedding... (more…)

Sadly, you do not currently appear to have permission to access https://arxiv.org/abs/1709.02840... (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…)

Written by Florian Marquardt (originally for the Trieste Summer School 2024 on Frontiers in Nanomechanics). (more…)