SYSTEMS, DEVICES, AND/OR METHODS FOR MANAGING SAMPLE SELECTION BIAS

Patent №

US 8,291,069

Granted

2012-10-16

Filed 2008

Owner

AT&T INTELLECTUAL PROPERTY I, L.P.

Lab

AI components

5

vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12342233

A method for managing sample selection bias is disclosed. Embodiments of the method can include automatically determining an unbiased estimate of a distribution from occurrence data via a special purpose processor. The occurrence data that is utilized in determining the estimate may have an occurrence data sample selection bias that is substantially equivalent to a background data sample selection bias associated with background data. Additionally, the occurrence data may be related to the background data, and the background data may be chosen with the background data sample selection bias. Furthermore, the occurrence data may represent a physically-measurable variable associated with one or more physical and tangible objects or substances.

AI classification

Evolutionary computation1.00
Knowledge representation0.99
AI hardware0.98
Planning0.98
Vision0.90
Machine learning0.35
Natural language0.02
Speech0.00

Ownership

AT&T INTELLECTUAL PROPERTY I, L.P.

assignment · 220200774

Assignors

PHILLIPS, STEVEN

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

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