News

Communications of the ACM2d
Harnessing AI, Behavioral Data Science for Smarter Consumer Platforms
Modern behavioral data science approaches treat every user interaction as a signal. Micro-interactions like hover time, pause ...
Frontiers9h
Machine Learning for Large-Scale Data Processing: Algorithms and Applications
In the current era of big data, the volume of information continues to grow at an unprecedented rate, giving rise to the crucial need for efficient ...
Communications of the ACM1h
Rethinking Distributed Computing for the AI Era
As someone who has spent the better part of two decades optimizing distributed systems—from early MapReduce clusters to ...
AHA/ASA Journals1d
The Promise and Peril of Learning Algorithms and Predictive Models in Clinical Decision Support: Be Careful What You Train For
The era of predictive modeling enhanced with machine learning and artificial intelligence (AI) to aid clinical ...
UC San Diego Today1h
When the Stakes are High, Do Machine Learning Models Make Fair Decisions?
Machine learning is an integral part of high stakes decision making in a broad swath of human-computer interactions. You apply for a job. You submit a loan application. Algorithms determine who ...