Auditing Black-Box Models for Indirect Influence. - Philip Adler; Casey Falk; Sorelle A. Friedler; Gabriel Rybeck; Carlos Scheidegger; Brandon Smith; Suresh Venkatasubramanian (ICDM, 2016)

Auditing Black-box Models by Obscuring Features. - Philip Adler; Casey Falk; Sorelle A. Friedler; Gabriel Rybeck; Carlos Scheidegger; Brandon Smith; Suresh Venkatasubramanian (CoRR, 2016)

Machine-learning-assisted materials discovery using failed experiments. - Paul Raccuglia; Katherine C. Elbert; Philip Adler; Casey Falk; Malia B. Wenny; Aurelio Mollo; Matthias Zeller; Sorelle A. Friedler; Joshua Schrier; Alexander J. Norquist (Nat., 2016)

Auditing black-box models for indirect influence. - Philip Adler; Casey Falk; Sorelle A. Friedler; Tionney Nix; Gabriel Rybeck; Carlos Scheidegger; Brandon Smith; Suresh Venkatasubramanian (Knowl. Inf. Syst., 2018)