Boris Glavic

1. Interpretable Data-Based Explanations for Fairness Debugging
   2021/12/17 by Romila Pradhan, Jiongli Zhu, Pradhan, Romila +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #Databases (cs.DB) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Approximate Summaries for Why and Why-not Provenance (Extended Version)
   2020/01/31 by Seokki Lee, Bertram Ludaescher, Lee, Seokki +3 · 2 citations
   Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
3. Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds (extended version)
   2021/02/23 by Su Feng, Aaron Huber, Feng, Su +5 · 1 citation
   Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
4. To not miss the forest for the trees -- a holistic approach for explaining missing answers over nested data (extended version)
   2021/03/12 by Ralf Diestelkaemper, Diestelkaemper, Ralf, Seokki Lee +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies