Ilya Feige

1. Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability
   2019/10/14 by Christopher Frye, Frye, Christopher, Colin Rowat +3 · 19 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks
2. Shapley explainability on the data manifold
   2020/06/01 by Christopher Frye, Frye, Christopher, Damien de Mijolla +9 · 11 citations
   Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Scientific Computing and Data Management
3. Explainability for fair machine learning
   2020/10/14 by Tom Begley, Tobias Schwedes, Begley, Tom +5 · 3 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Human-interpretable model explainability on high-dimensional data
   2020/10/14 by Damien de Mijolla, Christopher Frye, de Mijolla, Damien +7 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)