You can map the weights to an uncompressed (Q,A) space, and then map them back again to weight-space -- all without loss of information. The actual domain space

You can map the weights to an uncompressed (Q,A) space, and then map them back again to weight-space -- all without loss of information. The actual domain space they were compressed from is irrelevant; their values are equivalent.