Dan Ley - RankMe

14 papers A* 3A 1Journal 10

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