TRAINING ROBUST MACHINE LEARNING MODELS

Patent №

US 11,675,876

Granted

2023-06-13

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17082060

Training a robust machine learning model by mapping an input data set to a first feature space, applying a transformation to the first feature space, yielding a second feature space, and training a dense model using the first feature space, and the second feature space.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 18/2135G06V 10/82G06T 7/0012G06T 2207/10116G06T 2207/20081G06T 2207/20084G06T 2207/30068G06V 2201/03

AI classification

Vision1.00
Machine learning1.00
Planning1.00
Natural language1.00
AI hardware0.91
Knowledge representation0.53
Evolutionary computation0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 541880057

Assignors

JOG, AMOD

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

From the same owner

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