Barr, Brian
- BASED-XAI: Breaking Ablation Studies Down for Explainable Artificial Intelligence
2022/07/12 by Isha Hameed, Samuel Sharpe, Hameed, Isha +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- The Disagreement Problem in Faithfulness Metrics
2023/11/13 by Brian Barr, Barr, Brian, Noah Fatsi +8 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Towards Ground Truth Explainability on Tabular Data
2020/07/20 by Barr, Brian, Xu, Ke, Silva, Claudio +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets
2022/01/19 by Jun Yuan, Brian Barr, Yuan, Jun +5 · 1 citation
Computer Science · #Data Visualization and Analytics
- Calibrate: Interactive Analysis of Probabilistic Model Output
2022/07/27 by Peter Xenopoulos, João Rulff, Xenopoulos, Peter +7 · 1 citation
Computer Science · Mathematics · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Statistics Education and Methodologies
- Gaussian Process Neural Additive Models
2024/02/19 by Wei Zhang, Brian Barr, Zhang, Wei +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)