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Conference and Workshop Papers
- 2023
[c4]Dan Ley, Saumitra Mishra, Daniele Magazzeni:
GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations. ICML 2023: 19315-19342- [c3]Leonard Tang, Dan Ley:
Degraded Polygons Raise Fundamental Questions of Neural Network Perception. NeurIPS 2023 - [c2]Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju:
On Minimizing the Impact of Dataset Shifts on Actionable Explanations. UAI 2023: 1434-1444 - 2022
- [c1]Dan Ley, Umang Bhatt, Adrian Weller:
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates. AAAI 2022: 7390-7398
Informal and Other Publications
- 2024
- [i9]Sree Harsha Tanneru, Dan Ley, Chirag Agarwal, Himabindu Lakkaraju:
On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models. CoRR abs/2406.10625 (2024) - 2023
- [i8]Dan Ley, Saumitra Mishra, Daniele Magazzeni:
GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations. CoRR abs/2305.17021 (2023) - [i7]Leonard Tang, Dan Ley:
Degraded Polygons Raise Fundamental Questions of Neural Network Perception. CoRR abs/2306.04955 (2023) - [i6]Dan Ley, Leonard Tang, Matthew Nazari, Hongjin Lin, Suraj Srinivas, Himabindu Lakkaraju:
Consistent Explanations in the Face of Model Indeterminacy via Ensembling. CoRR abs/2306.06193 (2023) - [i5]Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju:
On Minimizing the Impact of Dataset Shifts on Actionable Explanations. CoRR abs/2306.06716 (2023) - [i4]Nicholas Kroeger, Dan Ley, Satyapriya Krishna, Chirag Agarwal, Himabindu Lakkaraju:
Are Large Language Models Post Hoc Explainers? CoRR abs/2310.05797 (2023) - 2022
- [i3]Dan Ley, Saumitra Mishra, Daniele Magazzeni:
Global Counterfactual Explanations: Investigations, Implementations and Improvements. CoRR abs/2204.06917 (2022) - 2021
- [i2]Dan Ley, Umang Bhatt, Adrian Weller:
δ-CLUE: Diverse Sets of Explanations for Uncertainty Estimates. CoRR abs/2104.06323 (2021) - [i1]Dan Ley, Umang Bhatt, Adrian Weller:
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates. CoRR abs/2112.02646 (2021)
Coauthor Index
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