SYSTEMS AND METHODS FOR MACHINE LEARNING ENHANCED BY HUMAN MEASUREMENTS

Patent №

US 10,062,011

Granted

2018-08-28

Filed 2017

Owner

PRESIDENT AND FELLOWS OF HARVARD COLLEGE

Lab

AI components

5

ml · nlp · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15702809

In various embodiments, training objects are classified by human annotators, psychometric data characterizing the annotation of the training objects is acquired, a human-weighted loss function based at least in part on the classification data and the psychometric data is computationally derived, and one or more features of a query object are computationally classified based at least in part on the human-weighted loss function.

AI classification

Machine learning1.00
Vision1.00
Natural language1.00
Speech1.00
AI hardware1.00
Planning0.33
Knowledge representation0.21
Evolutionary computation0.01

Ownership

PRESIDENT AND FELLOWS OF HARVARD COLLEGE

assignment · 448570147

Assignors

ANTHONY, SAMUEL, COX, DAVID, NAKAYAMA, KEN, SCHEIRER, WALTER

On an employer assignment, the assignors are typically the inventors.

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