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David Madras · Study
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Author
David Madras
7 works
· latest 2023
· 1 institutions
cluster: provisional
ORCID 0000-0001-6817-8743
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Citations
870
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Most cited in this library
Learning Adversarially Fair and Transferable Representations
2018 · 431 citations
Flexibly Fair Representation Learning by Disentanglement
2019 · 186 citations
Fairness through Causal Awareness
2019 · 104 citations
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer
2017 · 90 citations
Causal Modeling for Fairness in Dynamical Systems
2019 · 28 citations
Works
7 shown
Judging facts, judging norms: Training machine learning models to judge humans requires a modified approach to labeling data
Science Advances
·
2023
·
6 authors
·
Open access
14
citations
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification
arXiv (Cornell University)
·
2020
·
4 authors
·
preprint
·
Open access
17
citations
Causal Modeling for Fairness in Dynamical Systems
arXiv (Cornell University)
·
2019
·
4 authors
·
preprint
·
Open access
28
citations
Flexibly Fair Representation Learning by Disentanglement
arXiv (Cornell University)
·
2019
·
7 authors
·
preprint
·
Open access
186
citations
Fairness through Causal Awareness
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
·
2019
·
4 authors
·
other
104
citations
Learning Adversarially Fair and Transferable Representations
arXiv (Cornell University)
·
2018
·
4 authors
·
preprint
·
Open access
431
citations
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer
arXiv (Cornell University)
·
2017
·
3 authors
·
preprint
·
Open access
90
citations