Ruoyang Wang

US Patent:

20190325351, Oct 24, 2019

Filed:

Apr 20, 2018

Appl. No.:

15/958999

Inventors:

- Redmond WA, US
Ruoyang Wang - Palo Alto CA, US
Ke Wu - Sunnyvale CA, US
Bee-Chung Chen - San Jose CA, US
Priyanka Gariba - San Mateo CA, US

Assignee:

Microsoft Technology Licensing, LLC - Redmond WA

International Classification:

G06N 99/00
G06F 17/30

Abstract:

The disclosed embodiments provide a system for processing data. During operation, the system selects a set of entity keys associated with reference feature values used with one or more machine learning models, wherein the reference feature values are generated in a first environment. Next, the system matches the set of entity keys to feature values from a second environment. The system then compares the feature values and the reference feature values to assess a consistency of a feature across the first and second environments. Finally, the system outputs a result of the assessed consistency for use in managing the feature in the first and second environments.