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Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space

Published on Feb 4, 20252760 Views

Incorporating invariance information is important for many learning problems. To exploit invariances, most existing methods resort to approximations that either lead to expensive optimization problems

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Learning with Invariance via Linear Functionals on RKHS00:00
invariance represented as linear functional00:01
Bounded linear functional and Representer theorem01:21
Experimental results02:47