In her early career, Anderson frequently collaborated with other experimental musicians and artists in the New York City scene, contributing to a vibrant and interdisciplinary artistic community.

Anderson collaborated with Peter Gabriel on several occasions, including contributing vocals to his album 'So'. This collaboration reflects the crossing of boundaries between avant-garde and mainstream music.

Anderson and Lou Reed were frequent collaborators, working together on musical projects, film scores, and performance pieces. Their artistic partnership was a significant aspect of their relationship.

Anderson continued to collaborate with various musicians on her album projects, incorporating diverse musical styles and perspectives into her work.

Anderson has made guest appearances on albums by other artists, lending her distinctive voice and experimental sensibilities to their projects. These appearances highlight her influence and respect within the music community.