Petuum Blog

Latest blog

Deep Learning for Breast Cancer Identification from Histopathological Images

Illustration by Giovanna Bologna. By Zeya Wang, Nanqing Dong, Wei Dai, Sean D’Rosario, Eric P. Xing Breast cancer is one of the leading causes of death by cancer for women. Early detection...

Getting to Know Zhiting Hu

Our team at Petuum is made up of incredibly talented people. This series will feature the engineers, managers, and creators that keep our company moving forward and make us proud of the work we do...

Intro to Distributed Deep Learning Systems

By Hao Zhang What is distributed machine learning? Generally speaking, distributed machine learning (DML) is an interdisciplinary domain that involves almost every corner of computer science...

Automated ICD Coding Using Deep Learning

Illustration by Chenyu Wang By Haoran Shi, Pengtao Xie, Zhiting Hu, Ming Zhang, Eric P. Xing If you haven’t already read the first post on our work in AI for healthcare, Predicting Discharge...

Predicting Discharge Medications at Admission Time Based on Deep Learning

Illustration by Chenyu Wang By Pengtao Xie, Xin Gao, and Yang Yuan At Petuum, we aim to provide industries like healthcare with machine learning (ML) building blocks, putting the creation and...

Perpetuum Mobile

In 2010, Dr. Eric Xing took a sabbatical from his tenured position at Carnegie Mellon University teaching computer science to be a visiting professor at Facebook. This chance to see his world...

No More Posts