xGEMs: Generating Examplars to Explain Black-Box Models

Shalmali Joshi, Oluwasanmi Koyejo, Been Kim +1

This work proposes xGEMs or manifold guided exemplars, a framework to understand black-box classifier behavior by exploring the landscape of the underlying data manifold as data po…