Transverse federation and longitudinal federation combination method and device, equipment and medium
A horizontal federation and federation technology, applied in the field of machine learning of financial technology, can solve the problem of high resource consumption of computing system
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[0070] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0071] The present invention provides a method for combining horizontal federation and vertical federation, which is applied to horizontal federation and vertical federated equipment. In the first embodiment of the method for horizontal federation and vertical federation in this application, refer to figure 1 , the horizontal federation and vertical federation methods include:
[0072] Step S10, obtaining available public information, and inputting the available public information into the preset vertical federation server to obtain vector information;
[0073] In this embodiment, it should be noted that the vector information refers to the gradient information generated during the training process of the preset reinforcement learning model, wherein the gradient is a vector, and the bias of the preset loss function ca...
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