GRADIENT BASED TRAINING METHOD FOR A SUPPORT VECTOR MACHINE

Patent №

US 8,005,293

Granted

2011-08-23

Filed 2003

Owner

TELSTRA NEW WAVE PTY LTD

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10257929

A training method for a support vector machine, including executing an iterative process on a training set of data to determine parameters defining the machine, the iterative process being executed on the basis of a differentiable form of a primal optimization problem for the parameters, the problem being defined on the basis of the parameters and the data set.

AI classification

Machine learning1.00
Planning0.99
AI hardware0.90
Vision0.36
Knowledge representation0.11
Evolutionary computation0.06
Natural language0.05
Speech0.01

Ownership

TELSTRA NEW WAVE PTY LTD

assignment · 140850509

Assignors

KOAWALCZYK, ADAM, ANDERSON, TREVOR BRUCE

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

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