Systems and methods for selecting machine learning training data

• Main Authors: Erenrich, Daniel, Elkherj, Matthew
• Format: Patent
• Language: English
• Published: 06.09.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

Systems and methods are provided for selecting training examples to increase the efficiency of supervised active machine learning processes. Training examples for presentation to a user may be selected according to measure of the model's uncertainty in labeling the examples. A number of trainin...