Can all nonlinear groups be represented by integral transforms?

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This is an extension to the infinite-dimensional case of the usual question, "are all groups linear".

Given that nonlinear groups exist, can such groups always be represented as a group of integral transforms -- informally, an "infinite dimensional matrix multiplication"? Or do there still exist groups that cannot be written in linear form, even given an infinity of dimensions to work with?