Ley, Dan

9 publications

ICMLW 2024 On the Difficulty of Faithful Chain-of-Thought Reasoning in Large Language Models Sree Harsha Tanneru, Dan Ley, Chirag Agarwal, Himabindu Lakkaraju

NeurIPSW 2023 Are Large Language Models Post Hoc Explainers? Nicholas Kroeger, Dan Ley, Satyapriya Krishna, Chirag Agarwal, Himabindu Lakkaraju

NeurIPSW 2023 Are Large Language Models Post Hoc Explainers? Nicholas Kroeger, Dan Ley, Satyapriya Krishna, Chirag Agarwal, Himabindu Lakkaraju

ICMLW 2023 Consistent Explanations in the Face of Model Indeterminacy via Ensembling Dan Ley, Leonard Tang, Matthew Nazari, Hongjin Lin, Suraj Srinivas, Himabindu Lakkaraju

NeurIPS 2023 Degraded Polygons Raise Fundamental Questions of Neural Network Perception Leonard Tang, Dan Ley

ICML 2023 GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations Dan Ley, Saumitra Mishra, Daniele Magazzeni

UAI 2023 On Minimizing the Impact of Dataset Shifts on Actionable Explanations Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju

AAAI 2022 Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates Dan Ley, Umang Bhatt, Adrian Weller

ICLRW 2022 Global Counterfactual Explanations: Investigations, Implementations and Improvements Dan Ley, Saumitra Mishra, Daniele Magazzeni