Uncompressed textures can be stored in lossy formats such as jpeg and it saves a lot of hard drive space. However for obvious reasons you cannot do the same on compressed textures.
So what is the recommended way to store compressed textures? Are there any lossy image compression that works even for any kind of compressed textures? If not, what kinds of lossless compression are usually used?