Benchmark datasets play a central role in the organization of machine learning research. They coordinate researchers around shared research problems and serve as a measure of progress towards shared goals. Despite the foundational role of benchmarking pra... (more…)

New machine learning accelerators are being announced and released each month for a variety of applications from speech recognition, video object detection, assisted driving, and many data center applications. This paper updates the survey of of AI accele... (more…)

Studying or testing the security of any operational system potentially runs afoul of the Computer Fraud and Abuse Act... (more…)

This week's milestones in the history of technology include Alan Turing anticipating today’s deep learning by intelligent machines and concerns about the of AI on jobs, Clifford Stoll anticipating Mark Zuckerberg, and establishing the FCC and NPR. (more…)

Trade has played a critical role in the history of humanity and yet, data from ecommerce, the modern form of trading, has received limited attention from academia. We at eBay want to change that. (more…)