research
∙
12/13/2021
What can Data-Centric AI Learn from Data and ML Engineering?
Data-centric AI is a new and exciting research topic in the AI community...
share
research
∙
03/30/2021
Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities
Machine learning (ML) is now commonplace, powering data-driven applicati...
research
∙
10/02/2019
Improving Differentially Private Models with Active Learning
Broad adoption of machine learning techniques has increased privacy conc...
research
∙
07/16/2018
Automated Data Slicing for Model Validation:A Big data - AI Integration Approach
As machine learning systems become democratized, it becomes increasingly...
research
∙
07/16/2018
Slice Finder: Automated Data Slicing for Model Validation
As machine learning (ML) systems become democratized, it becomes increas...
research
∙
07/16/2018
Slice Finder: Automated Data Sclicing for Model Validation
As machine learning (ML) systems become democratized, it becomes increas...
research
∙
12/04/2017