Elliot Creager

Learning Adversarially Fair and Transferable Representations

David Madras, Elliot Creager, Toniann Pitassi et al. · arXiv (Cornell University) · 2018 · 190 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Flexibly Fair Representation Learning by Disentanglement

Elliot Creager, David Madras, Jörn-Henrik Jacobsen et al. · arXiv (Cornell University) · 2019 · 134 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Fairness through Causal Awareness

David Madras, Elliot Creager, Toniann Pitassi et al. · 2019 · 102 citations

Engineering, Machine Learning, Discrimination +19

Explaining Image Classifiers by Counterfactual Generation

Chun‐Hao Chang, Elliot Creager, Anna Goldenberg et al. · arXiv (Cornell University) · 2018 · 89 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Environment Inference for Invariant Learning

Elliot Creager, Joern-Henrik Jacobsen, Richard S. Zemel · International Conference on Machine Learning · 2021 · 51 citations

Artificial Intelligence, Machine Vision, Machine Learning +15