Inventor
Ambler Stuart MacDonald
US23 patents
Patents
23 patentsUS10678771B1Jun 9, 2020
Filtering mapped datasets
MICROSOFT TECHNOLOGY LICENSING LLC9 citations84
US10535018B1Jan 14, 2020
Machine learning technique for recommendation of skills in a social networking service based on confidential data
MICROSOFT TECHNOLOGY LICENSING LLC10 citations84
US10262154B1Apr 16, 2019
Computerized matrix factorization and completion to infer median/mean confidential values
MICROSOFT TECHNOLOGY LICENSING LLC9 citations84
US10037437B1Jul 31, 2018
Identifying cohorts with anomalous confidential data submissions using matrix factorization and completion techniques
MICROSOFT TECHNOLOGY LICENSING LLC7 citations84
US10025939B2Jul 17, 2018
Internal dataset-based outlier detection for confidential data in a computer system
MICROSOFT TECHNOLOGY LICENSING LLC10 citations84
US10558923B1Feb 11, 2020
Machine learning model for estimating confidential information response
MICROSOFT TECHNOLOGY LICENSING LLC10 citations80
US11188834B1Nov 30, 2021
Machine learning technique for recommendation of courses in a social networking service based on confidential data
MICROSOFT TECHNOLOGY LICENSING LLC3 citations73
US10902344B1Jan 26, 2021
Machine learning model to estimate confidential data values based on job posting
MICROSOFT TECHNOLOGY LICENSING LLC6 citations73
US10733177B1Aug 4, 2020
Mapped dataset error tolerance
MICROSOFT TECHNOLOGY LICENSING LLC2 citations73
US10713382B1Jul 14, 2020
Ensuring consistency between confidential data value types
MICROSOFT TECHNOLOGY LICENSING LLC3 citations73
US10552741B1Feb 4, 2020
Computing smoothed posterior distribution of confidential data
MICROSOFT TECHNOLOGY LICENSING LLC3 citations73
US10318757B1Jun 11, 2019
Dynamic hierarchical generalization of confidential data in a computer system
MICROSOFT TECHNOLOGY LICENSING LLC4 citations73
US10210269B1Feb 19, 2019
Computation of similar locations based on position transition data in a social networking service
MICROSOFT TECHNOLOGY LICENSING LLC4 citations73
US10043019B2Aug 7, 2018
External dataset-based outlier detection for confidential data in a computer system
MICROSOFT TECHNOLOGY LICENSING LLC4 citations73
US10216806B1Feb 26, 2019
Computation of similar titles based on position transition data in a social networking service
MICROSOFT TECHNOLOGY LICENSING LLC1 citations62
US10191989B1Jan 29, 2019
Computation of peer company groups based on position transition data in a social networking service
MICROSOFT TECHNOLOGY LICENSING LLC1 citations62
US10970644B1Apr 6, 2021
Estimating the conditional response time to a request for confidential data
MICROSOFT TECHNOLOGY LICENSING LLC1 citations59
US10474681B1Nov 12, 2019
Filtering mapped datasets
MICROSOFT TECHNOLOGY LICENSING LLC0 citations41
US10275612B1Apr 30, 2019
Combining the smoothed posterior distribution with empirical distribution for cohorts with small sample size
MICROSOFT TECHNOLOGY LICENSING LLC0 citations41
US10255457B2Apr 9, 2019
Outlier detection based on distribution fitness
MICROSOFT TECHNOLOGY LICENSING LLC0 citations41
US10095753B2Oct 9, 2018
Aggregation and generation of confidential data insights with confidence values
MICROSOFT TECHNOLOGY LICENSING LLC0 citations41
US10078760B1Sep 18, 2018
Graph-based inference of confidential data insights
MICROSOFT TECHNOLOGY LICENSING LLC0 citations41
US10061939B1Aug 28, 2018
Computing confidential data insight histograms and combining with smoothed posterior distribution based histograms
MICROSOFT TECHNOLOGY LICENSING LLC0 citations41