MPEGO: A toolkit for multi-level performance evaluation of generative models for material discovery domains
- Girmaw Abebe Tadesse
- Jannis Born
- et al.
- 2022
- KDD 2022
Workshop paper
Publications
960 results for Trustworthy AI
The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning
- Orit Davidovich
- Gheorghe-Teodor Bercea
- et al.
- 2022
- KDD 2022
Conference paperTransferring Adversarial Robustness Through Robust Representation Matching
- Pratik Vaishnavi
- Kevin Eykholt
- et al.
- 2022
- USENIX Security 2022
Conference paperDistributed Adversarial Training to Robustify Deep Neural Networks at Scale
- Gaoyuan Zhang
- Songtao Lu
- et al.
- 2022
- UAI 2022
Conference paperAssessment of Prediction Intervals Using Uncertainty Characteristics Curves
- Jiri Navratil
- Benjamin Elder
- et al.
- 2022
- ICML 2022
Workshop paperTowards Creativity Characterization of Generative Models via Group-based Subset Scanning
- Celia Cintas
- Payel Das
- et al.
- 2022
- IJCAI 2022
Conference paperLearning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- Pu Zhao
- Parikshit Ram
- et al.
- 2022
- IJCAI 2022
Conference paperCAT: Customized Adversarial Training for Improved Robustness
- Minhao Cheng
- Qi Lei
- et al.
- 2022
- IJCAI 2022
Conference paperCARBEN: Composite Adversarial Robustness Benchmark
- Lei Hsiung
- Yun-Yun Tsai
- et al.
- 2022
- IJCAI 2022
Demo paperSelective Regression Under Fairness Criteria
- Abhin Shah
- Yuheng Bu
- et al.
- 2022
- ICML 2022
Conference paper