Dan Ley

According to our database, Dan Ley authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Are Large Language Models Post Hoc Explainers?

Nicholas Kroeger, Dan Ley, Satyapriya Krishna, Chirag Agarwal, Himabindu Lakkaraju

CoRR, 2023

Consistent Explanations in the Face of Model Indeterminacy via Ensembling.

Dan Ley, Leonard Tang, Matthew Nazari, Hongjin Lin, Suraj Srinivas, Himabindu Lakkaraju

CoRR, 2023

On Minimizing the Impact of Dataset Shifts on Actionable Explanations.

Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Degraded Polygons Raise Fundamental Questions of Neural Network Perception.

Leonard Tang, Dan Ley

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations.

Dan Ley, Saumitra Mishra, Daniele Magazzeni

Proceedings of the International Conference on Machine Learning, 2023

2022

Global Counterfactual Explanations: Investigations, Implementations and Improvements.

Dan Ley, Saumitra Mishra, Daniele Magazzeni

CoRR, 2022

Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates.

Dan Ley, Umang Bhatt, Adrian Weller

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

δ-CLUE: Diverse Sets of Explanations for Uncertainty Estimates.

Dan Ley, Umang Bhatt, Adrian Weller

CoRR, 2021