Express to them that they are in no way a burden on you. Show them through conversation that you truly care about them and are talking to them because you like their company and what they have to say.

To me that's the worst part of depression... it seems like no one is interested in your point of view because they are so scared that if they listen to it, they will fall into the state as well.

Empathy is the root of all beauty.