Fair enough: Improving fairness in budget-constrained decision making using confidence thresholds
- Michiel A. Bakker
- Humberto Riverón Valdés
- et al.
- 2020
- SafeAI 2020
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758 results for Trustworthy AI
Towards certificated model robustness against weight perturbations
- Tsui Wei Weng
- Pu Zhao
- et al.
- 2020
- AAAI 2020
Data augmentation for discrimination prevention and bias disambiguation
- Shubham Sharma
- Yunfeng Zhang
- et al.
- 2020
- AIES 2020
Crowd counting with decomposed uncertainty
- Min Hwan Oh
- Peder Olsen
- et al.
- 2020
- AAAI 2020
Building calibrated deep models via uncertainty matching with auxiliary interval predictors
- Jayaraman J. Thiagarajan
- Bindya Venkatesh
- et al.
- 2020
- AAAI 2020
Seq2sick: Evaluating the robustness of sequence-to-sequence models with adversarial examples
- Minhao Cheng
- Jinfeng Yi
- et al.
- 2020
- AAAI 2020
Quality Management of Machine Learning Systems
- 2020
- AAAI 2020
Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making
- Yunfeng Zhang
- Q. Vera Liao
- et al.
- 2020
- FAccT 2020
Explainable machine learning in deployment
- Umang Bhatt
- Alice Xiang
- et al.
- 2020
- FAccT 2020
Outlier resistant unsupervised deep architectures for attributed network embedding
- Sambaran Bandyopadhyay
- N. Lokesh
- et al.
- 2020
- WSDM 2020