Dan Ley

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Image Reconstruction From Projections

Fundamental Questions

Top Venues

Publications

Sree Harsha Tanneru, Dan Ley, Chirag Agarwal, Himabindu Lakkaraju
On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models. CoRR (2024)
Nicholas Kroeger, Dan Ley, Satyapriya Krishna, Chirag Agarwal, Himabindu Lakkaraju
Are Large Language Models Post Hoc Explainers? CoRR (2023)
Dan Ley, Saumitra Mishra, Daniele Magazzeni
GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations. ICML (2023)
Dan Ley, Saumitra Mishra, Daniele Magazzeni
GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations. CoRR (2023)
Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju
On Minimizing the Impact of Dataset Shifts on Actionable Explanations. UAI (2023)
Dan Ley, Leonard Tang, Matthew Nazari, Hongjin Lin, Suraj Srinivas, Himabindu Lakkaraju
Consistent Explanations in the Face of Model Indeterminacy via Ensembling. CoRR (2023)
Leonard Tang, Dan Ley
Degraded Polygons Raise Fundamental Questions of Neural Network Perception. CoRR (2023)
Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju
On Minimizing the Impact of Dataset Shifts on Actionable Explanations. CoRR (2023)
Leonard Tang, Dan Ley
Degraded Polygons Raise Fundamental Questions of Neural Network Perception. NeurIPS (2023)
Dan Ley, Saumitra Mishra, Daniele Magazzeni
Global Counterfactual Explanations: Investigations, Implementations and Improvements. CoRR (2022)
Dan Ley, Umang Bhatt, Adrian Weller
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates. AAAI (2022)
Dan Ley, Umang Bhatt, Adrian Weller
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates. CoRR (2021)
Dan Ley, Umang Bhatt, Adrian Weller
δ-CLUE: Diverse Sets of Explanations for Uncertainty Estimates. CoRR (2021)