Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- ICLR 2021
Workshop paper
Publications
954 results for Trustworthy AI
Engineering Fair Machine Learning Pipelines
- Martin Hirzel
- Kiran Kate
- et al.
- 2021
- ICLR 2021
Workshop paperToward Non-Singular Robustness of Neural Networks
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- ICLR 2021
Workshop paperFairly Estimating Socioeconomic Status Under Costly Feature Acquisition
- Ritika Brahmadesam
- Kush R. Varshney
- 2021
- ICLR 2021
Workshop paperOptimization problems for machine learning: A survey
- Claudio Gambella
- Bissan Ghaddar
- et al.
- 2021
- EJOR
ReviewTesting Framework for Black-box AI Models
- Aniya Aggarwal
- Samiulla Shaikh
- et al.
- 2021
- ICSE 2021
Demo paperComparison of Methods to Reduce Bias from Clinical Prediction Models of Postpartum Depression
- Yoonyoung Park
- Jianying Hu
- et al.
- 2021
- JAMA network open
PaperModel LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML
- Shweta Narkar
- Yunfeng Zhang
- et al.
- 2021
- IUI 2021
Conference paperXNLP: A living survey for XAI research in natural language processing
- Kun Qian
- Marina Danilevsky
- et al.
- 2021
- IUI 2021
Conference paperTExSS: Transparency and explanations in smart systems
- Alison Marie Smith-Renner
- Styliani Kleanthous
- et al.
- 2021
- IUI 2021
Conference paper