Ley, Dan

1. OpenXAI: Towards a Transparent Evaluation of Model Explanations
   2022/06/22 by Chirag Agarwal, Agarwal, Chirag, Ley, Dan +14 · 5 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 in Healthcare
2. On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models
   2024/06/15 by Sree Harsha Tanneru, Tanneru, Sree Harsha, Dan Ley +5 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. In-Context Explainers: Harnessing LLMs for Explaining Black Box Models
   2023/10/09 by Nicholas Kroeger, Kroeger, Nicholas, Dan Ley +7 · 2 citations
   Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
4. Diverse, Global and Amortised Counterfactual Explanations for\n Uncertainty Estimates
   2021/12/05 by Dan Ley, Umang Bhatt, Ley, Dan +3 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Adversarial Robustness in Machine Learning
5. GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations
   2023/05/26 by Dan Ley, Ley, Dan, Saumitra Mishra +3 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning in Healthcare