DeepMind Technologies Limited patent applications on April 3rd, 2025
Patent Applications by DeepMind Technologies Limited on April 3rd, 2025
DeepMind Technologies Limited: 1 patent applications
DeepMind Technologies Limited has applied for patents in the areas of G06N20/00 (1) G06N20/00 (1)
With keywords such as: learning, machine, target, confidence, input, new, precision, initial, output, and assign in patent application abstracts.
Patent Applications by DeepMind Technologies Limited
Inventor(s): Urvashi Khandelwal of Los Altos CA US for deepmind technologies limited, Kelvin Gu of Redwood City CA US for deepmind technologies limited, Xiang Li of Stanford CA US for deepmind technologies limited
IPC Code(s): G06N20/00
CPC Code(s): G06N20/00
Abstract: methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for confidence calibration of machine learning models. in one aspect, a method comprises receiving a plurality of query inputs to a target machine learning model that is configured to assign initial confidence scores to model outputs generated by the target machine learning model, processing the query inputs using a calibration model to generate precision data for the target machine learning model that specifies a precision curve mapping confidence thresholds to precisions, receiving a new input for the target machine learning model, processing the new input using the target machine learning model to generate a predicted model output for the new input and to assign an initial confidence score to the predicted model output, and generating a final output for the new input using the initial confidence score and the precision data for the target machine learning model.
DeepMind Technologies Limited patent applications on April 3rd, 2025
