Philip Adler

Machine-learning-assisted materials discovery using failed experiments

Paul Raccuglia, Katherine C. Elbert, Philip Adler et al. · Nature · 2016 · 1.6K citations

Materials Science, Discovery Technique, Engineering +6

Auditing Black-Box Models for Indirect Influence

Philip Adler, Casey Falk, Sorelle A. Friedler · Knowledge and Information Systems · 2016 · 17 citations · Full text

Understanding structural adaptability: a reactant informatics approach to experiment design

Rosalind J. Xu, Jacob H. Olshansky, Philip Adler et al. · Molecular Systems Design & Engineering · 2018 · 12 citations

Design Decision, Engineering, Machine Learning Algorithms +23

Auditing Black-box Models by Obscuring Features

Philip Adler, Casey Falk, Sorelle A. Friedler et al. · arXiv (Cornell University) · 2016 · 10 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24