CLASSIFICATION AND NON-PARAMETRIC REGRESSION FRAMEWORK WITH REDUCTION OF TRAINED MODELS

Patent №

US 9,501,749

Granted

2016-11-22

Filed 2013

Owner

THE MATHWORKS, INC.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13799517

A device receives selection of a classification and regression framework, and receives training data for the classification and regression framework. The device applies the training data to the classification and regression framework to generate a trained model, and monitors performance of the trained model. The device inspects a structure of the trained model, and reduces a size of the trained model. The device generates an object based on the trained model, and provides the object for display.

AI classification

AI hardware1.00
Machine learning1.00
Knowledge representation1.00
Planning0.97
Vision0.97
Natural language0.95
Evolutionary computation0.02
Speech0.01

Ownership

THE MATHWORKS, INC.

assignment · 299840322

Assignors

NARSKY, ILYA

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

From the same owner

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