Before revision:  These findings shed light on previously unknown trade-offs , and suggest that a high degree of caution should be exercised before pruning is used in sensitive domains .
After revision:  These findings shed light on previously unknown trade-offs incurred by compression. An understanding of this disparate impact is critical given the widespread deployment of compressed models in the wild .