Machine learning and artificial intelligence (ML and AI) have seized Tech mindshare in a way few topics have in recent memory. A couple months ago I noticed people talking about artificial…

Start building your own machine learning experiments fast and without breaking a sweat with Microsoft Azure Notebooks and a Microsoft… (more…)

Given the computational cost and technical expertise required to train machine learning models, users may delegate the task of learning to a service provider. We show how a malicious learner can plant an undetectable backdoor into a classifier. On the sur... (more…)

Can maintaining machine learning in production be easier? I go through some practical tips. (more…)

This is a presentation aimed toward an audience of people with roles where they might be making decisions about using machine learning but who do not have th... (more…)