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- W4385965088 abstract "Previous work has shown that reverse differential categories give an abstract setting for gradient-based learning of functions between Euclidean spaces. However, reverse differential categories are not suited to handle gradient-based learning for functions between more general spaces such as smooth manifolds. In this paper we propose a setting to handle this, which we call reverse tangent categories: tangent categories with an involution operation for their differential bundles." @default.
- W4385965088 created "2023-08-18" @default.
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- W4385965088 date "2023-08-02" @default.
- W4385965088 modified "2023-09-27" @default.
- W4385965088 title "Reverse tangent categories" @default.
- W4385965088 doi "https://doi.org/10.48550/arxiv.2308.01131" @default.
- W4385965088 hasPublicationYear "2023" @default.
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