Fairness of Classifiers Across Skin Tones in Dermatology
- Newton Kinyanjui
- Timothy Odonga
- et al.
- 2020
- MICCAI 2020
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137 results for Kush R. Varshney
Empirical and Theoretical Relationships Among Pillars of Trustworthy Machine Learning
- Kush R. Varshney
- Moninder Singh
- 2020
- INFORMS 2020
Human Cognitive Biases in Interpreting Machine Learning
- Charvi Rastogi
- Yunfeng Zhang
- et al.
- 2020
- INFORMS 2020
Characterization of Overlap in Observational Studies
- Michael Oberst
- Fredrik D. Johansson
- et al.
- 2020
- AISTATS 2020
Tutorial on Human-Centered Explainability for Healthcare
- Prithwish Chakraborty
- Bum Chul Kwon
- et al.
- 2020
- KDD 2020
Is there a trade-off between fairness and accuracy? A perspective using mismatched hypothesis testing
- Sanghamitra Dutta
- Dennis Wei
- et al.
- 2020
- ICML 2020
Invariant Risk Minimization Games
- Kartik Ahuja
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
On the Equivalence of Bi-Level Optimization and Game-Theoretic Formulations of Invariant Risk Minimization
- Kartik Ahuja
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Ai explainability 360: An extensible toolkit for understanding data and machine learning models
- Vijay Arya
- Rachel Bellamy
- et al.
- 2020
- JMLR
Preservation of anomalous subgroups on variational autoencoder transformed data
- Samuel C. Maina
- Reginald Bryant
- et al.
- 2020
- ICASSP 2020