SYSTEM, METHOD AND COMPUTER-ACCESSIBLE MEDIUM FOR NORMALIZING DATABASED THROUGH MIXING

Patent №

US 8,577,828

Granted

2013-11-05

Filed 2010

Owner

NEW YORK UNIVERSITY

Lab

AI components

5

ml · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12808153

An exemplary methodology, procedure, system, method and computer-accessible medium can be provided to assign a joint-probability distribution to a set of continuous variables, given a sample of independent joint observations. The exemplary embodiments can transform at least a portion of particular data into transformed data, repeat the transformation until a marginal distribution of at least the portion of the particular data has been transformed to be at least sufficiently near or to reach a predetermined distribution, and estimate at least one likelihood of at least one predetermined result associated with the particular data as a function of the transformed data, whereas the repeated transformation ascends a likelihood function and/or is performed by unitary transformations.

AI classification

Machine learning1.00
AI hardware1.00
Planning1.00
Vision0.99
Evolutionary computation0.80
Knowledge representation0.07
Natural language0.00
Speech0.00

Ownership

NEW YORK UNIVERSITY

assignment · 248410690

Assignors

TABAK, ESTEBAN G.

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

From the same owner

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