Patent ID: 11868443
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 1:
2. The system of claim 1, wherein the ordered classification loss function comprises instructions to:
determine a set of margins, wherein each margin of the set of margins is indicative of a boundary between adjacent classes of the set of ordered classes;
determine, based on the set of margins, a plurality of binary class variations;
determine, for the each sample, a predicted value that is indicative of a second ordered class of the set of ordered classes;
determine, based on the predicted value and the corresponding label value that is associated with the second ordered class, a plurality of intermediate loss values, wherein each intermediate loss value of the plurality of intermediate loss values is associated with a binary class variation of the plurality of binary class variations;
determine, based on the plurality of the intermediate loss values, a loss value; and
the system further comprising instructions to:
determine that one or more values of the neural network are modified based at least in part on the loss value.