Honestly burning it just might be better. Without doing any calculations my intuitions tell me it would be minuscule on the global scale and the benefit of that garbage not going into the ocean would outweigh the added air pollution.

In parts of the US that don't have garbage collection, people are expected to either take it to a dump or bury it on their own land.