Experiments

of treatments in experiments has the amazing tendency to balance out confounders and other covariates across testing groups. This tendency provides a variety of favorable features for analyzing the outcomes of experiments and...

“There are higher uses for a PhD student than waiting around in a lab until 3am to be sure an experiment is run to the tip,” says Ant Rowstron, ARIA’s chief technology officer. ...

Machine-learning models can speed up the invention of recent materials by making...

💡 Note: Geo-Lift R code at the tip of the article. of my profession, I even have used quasi-experimental designs with synthetic control groups to measure the impact of business changes. At Trustpilot, we...

Never miss a brand new edition of , our weekly newsletter featuring a top-notch choice of editors’ picks, deep dives, community news, and more. It’s tempting to think that what separates a successful machine learning project from...

Computing (HPC) environments, especially in research and academic institutions, restrict communications to outbound TCP connections. Running a straightforward command-line or with the MLflow tracking URL on the HPC bash shell to...

The volunteers running the experiment weren't completely hands-off. Submitted ideas were screened in response to a moderation policy, and redundant ideas weren't posted. Ford says that 51% of ideas were published, and 31% were...

I currently lead a small data team at a small tech company. With every thing small, we've got a variety of autonomy over what, when, and the way we run experiments. On this series,...