What is Bayesian machine learning? To answer this question, it is helpful to first take a look at what happens in typical machine learning procedures (even non-Bayesian ones). In nearly all cases,...
Crossposted on the Texar blog. Sequence generation is a ubiquitous problem in many applications, such as machine translation, text summarization, image captioning, and so forth. Recently, we...
By Seojin Bang We have witnessed the rise of sophisticated, autonomous task-performing systems such as self-driving cars, product recommendations, language translators, and targeted...
Our Senior Director of Data Solutions and Service, Pengtao Xie, has been selected as a winner of the Pittsburgh Business Times’ Innovator Awards 2018! We are proud to share the news and...
By Eric Xing, CEO, Founder, and Chief Scientist at Petuum It was an honor to represent Petuum, a 2018 Technology Pioneer, at the World Economic Forum’s Annual Meeting of the New Champions in...
We are happy to share the news that eight papers with Petuum authors have been accepted to NeurIPS 2018, the 32nd Conference on Neural Information Processing Systems, and will be presented at...
Crossposted on the Texar blog. We are excited to introduce Texar, an open-source, general-purpose toolkit that supports a broad set of machine learning applications with a focus on text...
