Invention Grant
US08903748B2 Systems and methods for large-scale randomized optimization for problems with decomposable loss functions 有权
用于分解损失函数问题的大规模随机优化的系统和方法

Systems and methods for large-scale randomized optimization for problems with decomposable loss functions
Abstract:
Systems and methods directed toward processing optimization problems using loss functions, wherein a loss function is decomposed into at least one stratum loss function, a loss is decreased for each stratum loss function to a predefined stratum loss threshold individually using gradient descent, and the overall loss is decreased to a predefined threshold for the loss function by appropriately ordering the processing of the strata and spending appropriate processing time in each stratum. Other embodiments and aspects are also described herein.
Information query
Patent Agency Ranking
0/0