Patent №
US 8,972,307
Granted
2015-03-03
Filed 2011
Owner
GOOGLE INC.
AI components
5
ml · vision · speech · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13281045
A computationally efficient method and apparatus is disclosed for machine learning an unknown, n-dimensional γ-margin halfspace to accuracy 1−ε in the presence of malicious noise, when the noise rate is allowed to be as high asA smooth boosting module repeatedly calls a weak learner module that generates candidate classifiers based on a majority vote of randomly-generated classifiers.
AI classification
Machine learning1.00
AI hardware0.98
Speech0.95
Vision0.83
Knowledge representation0.71
Natural language0.32
Planning0.10
Evolutionary computation0.02
Ownership
GOOGLE INC.
assignment · 271890003
Assignors
SERVEDIO, ROCCO, LONG, PHILIP MICHAEL
On an employer assignment, the assignors are typically the inventors.
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