Capital one services, llc (20250005386). SYSTEMS AND METHODS FOR AUTOMATED LABEL MODEL SELECTION
SYSTEMS AND METHODS FOR AUTOMATED LABEL MODEL SELECTION
Organization Name
Inventor(s)
Taylor Turner of Richmond VA US
Jeremy Goodsitt of Champaign IL US
Michael Davis of Arlington VA US
Tyler Farnan of San Diego CA US
SYSTEMS AND METHODS FOR AUTOMATED LABEL MODEL SELECTION
This abstract first appeared for US patent application 20250005386 titled 'SYSTEMS AND METHODS FOR AUTOMATED LABEL MODEL SELECTION
Original Abstract Submitted
systems and methods are described herein for increasing the efficiency of generating training data. specifically, the systems and methods relate to increasing the efficiency and accuracy of data labeling, particularly in instances of dynamically updated datasets of unlabeled data. for example, many applications of artificial intelligence models require real-time processing in order to generate usable results, which itself creates a technical hurdle. to further exacerbate this problem, many of the artificial intelligence models that provide this real-time processing require real-time or near-real-time training as new data is received in order to maintain their accuracy. these processing requirements create fundamental challenges in generating training data in instances of dynamically updated datasets of unlabeled data.
