Zhang, Yunfeng
- AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and\n Mitigating Unwanted Algorithmic Bias
2018/10/03 by Rachel Bellamy, Bellamy, Rachel K. E., Kuntal Dey +35 · 54 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
2020/11/15 by Umang Bhatt, Bhatt, Umang, Javier Antorán +26 · 19 citations
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning
- One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques
2019/09/06 by Vijay Arya, Rachel Bellamy, Arya, Vijay +36 · 18 citations
Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (stat.ML) #Scientific Computing and Data Management
- Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making
2020/10/15 by Charvi Rastogi, Yunfeng Zhang, Rastogi, Charvi +9 · 17 citations
Computer Science · Decision Sciences · Psychology · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation
2022/04/25 by Vivian Lai, Lai, Vivian, Samuel Carton +9 · 14 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
- D2S: Document-to-Slide Generation Via Query-Based Text Summarization
2021/05/08 by Edward Sun, Yufang Hou, Sun, Edward +7 · 8 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI
2022/06/22 by Q. Vera Liao, Yunfeng Zhang, Liao, Q. Vera +7 · 3 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI
2021/06/02 by Ghosh, Soumya, Liao, Q. Vera, Ramamurthy, Karthikeyan Natesan +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Joint association and classification analysis of multi-view data
2018/11/20 by Yunfeng Zhang, Zhang, Yunfeng, Irina Gaynanova +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Gene expression and cancer classification #Genetic Associations and Epidemiology #Machine Learning (cs.LG) #Machine Learning (stat.ML)