ROI-22-0436 SRI International: Improving Machine Learning Classifiers - 2 assets

1 US issued patent and 1 US application (expired) across 1 family for extending a machine learning classifier to new topics where there may be few examples. More particularly, this invention relates to improved techniques for training a machine learning classifier to adjust the training set to provide a balance between the original training set and a new modulated training set that minimizes the need to select and label new training examples. This technology is relevant to any machine learning classifier, examples include applications such as computer vision uses for security and surveillance, manufacturing, robotics and autonomous vehicles, mobile and augmented reality scene understanding, and also content recommendation systems or other applications that contain new or dynamic datasets.

Limited encumbrances for US government rights and one startup.

More package details are available upon request.

Package data provided by Richardson Oliver Insights.

Contact info: Peter Marcotullio, +1 (650)859-5457, [email protected]