Building calibrated deep models via uncertainty matching with auxiliary interval predictors
- Jayaraman J. Thiagarajan
- Bindya Venkatesh
- et al.
- 2020
- AAAI 2020
Publications
803 results for Trustworthy AI
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
Reliable Counterfactual Explanations for Autoencoder based Anomalies
- Swastik Haldar
- Philips George John
- et al.
- 2021
- CODS-COMAD 2021
AI Explainability 360 Toolkit
- Vijay Arya
- Rachel Bellamy
- et al.
- 2021
- CODS-COMAD 2021
Deep Domain Adaptation under Label Scarcity
- Amar Prakash Azad
- Dinesh Garg
- et al.
- 2021
- CODS-COMAD 2021
Explainable AI based Interventions for Pre-season Decision Making in Fashion Retail
- Surya Shravan Kumar Sajja
- Nupur Aggarwal
- et al.
- 2021
- CODS-COMAD 2021
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning
- Lingjuan Lyu
- Yitong Li
- et al.
- 2020
- IEEE TDSC