Optimization problems for machine learning: A survey
- Claudio Gambella
- Bissan Ghaddar
- et al.
- 2021
- EJOR
Review
Publications
960 results for Trustworthy AI
Testing 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
PaperTExSS: Transparency and explanations in smart systems
- Alison Marie Smith-Renner
- Styliani Kleanthous
- 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 paperModel LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML
- Shweta Narkar
- Yunfeng Zhang
- et al.
- 2021
- IUI 2021
Conference paperMaking Business Partner Recommendation More Effective: Impacts of Combining Recommenders and Explanations through User Feedback
- Öznur Alkan
- Massimiliano Mattetti
- et al.
- 2021
- ACMIUI-WS 2021
Conference paperOn the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
- Youssef Mroueh
- Truyen V. Nguyen
- 2021
- AISTATS 2021
Conference paperLinear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions
- Kartik Ahuja
- Karthikeyan Shanmugam
- et al.
- 2021
- AISTATS 2021
Conference paperEmbedding dynamic knowledge graphs based on observational ontologies in semantic vector spaces
- 2021
- SPIE DCS 2021
Conference paper