Leilani Gilpin

19 papers A* 4Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explore the Loss space with Hill-ADAM. CoRR Meenakshi Manikandan, Leilani Gilpin
2024	—	`conf`	A Novel Post-Hoc Explanation Comparison Metric and Applications. ICPRAI (1) Shreyan Mitra, Leilani Gilpin
2024	A*	`conf`	Autonomous Driving with Spiking Neural Networks. NeurIPS Ruijie Zhu, Ziqing Wang, Leilani Gilpin, Jason Eshraghian
2024	J	`jnl`	Autonomous Driving with Spiking Neural Networks. CoRR Rui-Jie Zhu, Ziqing Wang, Leilani Gilpin, Jason K. Eshraghian
2024	J	`jnl`	ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering. CoRR Priyesh Vakharia, Abigail Kufeldt, Max Meyers, Ian Lane, Leilani Gilpin
2024	A*	`conf`	Right this way: Can VLMs Guide Us to See More to Answer Questions? NeurIPS Li Liu, Diji Yang, Sijia Zhong, Kalyana Suma Sree Tholeti, Lei Ding, Yi Zhang, Leilani Gilpin
2023	J	`jnl`	A novel post-hoc explanation comparison metric and applications. CoRR Shreyan Mitra, Leilani Gilpin
2023	—	`conf`	Semi-Automated Synthesis of Driving Rules. VehicleSec Diego Ortiz Barbosa, Leilani Gilpin, Alvaro A. Cárdenas
2023	J	`jnl`	Separating facts and evaluation: motivation, account, and learnings from a novel approach to evaluating the human impacts of machine learning. AI Soc. Ryan Jenkins, Kristian J. Hammond, Sarah Spurlock, Leilani Gilpin
2023	J	`jnl`	The XAISuite framework and the implications of explanatory system dissonance. CoRR Shreyan Mitra, Leilani Gilpin
2023	A*	`conf`	Towards a fuller understanding of neurons with Clustered Compositional Explanations. NeurIPS Biagio La Rosa, Leilani Gilpin, Roberto Capobianco
2022	J	`jnl`	Establishing Meta-Decision-Making for AI: An Ontology of Relevance, Representation and Reasoning. CoRR Cosmin Badea, Leilani Gilpin
2022	J	`jnl`	Outracing champion Gran Turismo drivers with deep reinforcement learning. Nat. Peter R. Wurman, Samuel Barrett, Kenta Kawamoto, James MacGlashan, Kaushik Subramanian, Thomas J. Walsh, Roberto Capobianco, Alisa Devlic, Franziska Eckert, Florian Fuchs, Leilani Gilpin, Piyush Khandelwal, Varun Raj Kompella, HaoChih Lin, Patrick MacAlpine, Declan Oller, Takuma Seno, Craig Sherstan, Michael D. Thomure, Houmehr Aghabozorgi, Leon Barrett, Rory Douglas, Dion Whitehead, Peter Dürr, Peter Stone, Michael Spranger, Hiroaki Kitano
2020	J	`jnl`	A Knowledge Driven Approach to Adaptive Assistance Using Preference Reasoning and Explanation. CoRR Jason R. Wilson, Leilani Gilpin, Irina Rabkina
2020	J	`jnl`	ICAIL Doctoral Consortium, Montreal 2019. Artif. Intell. Law Michal Araszkiewicz, Ilaria Angela Amantea, Saurabh Chakravarty, Robert van Doesburg, Maria Dymitruk, Marie Garin, Leilani Gilpin, Daphne Odekerken, Seyedeh Sajedeh Salehi
2019	—	`conf`	Explaining Possible Futures for Robust Autonomous Decision-Making. COGSAT@AAAI Fall Symposium Leilani Gilpin
2016	J	`jnl`	Graph Analysis for Detecting Fraud, Waste, and Abuse in Healthcare Data. AI Mag. Juan Liu, Eric Bier, Aaron Wilson, John Alexis Guerra Gómez, Tomonori Honda, Kumar Sricharan, Leilani Gilpin, Daniel Davies
2015	A*	`conf`	Graph Analysis for Detecting Fraud, Waste, and Abuse in Healthcare Data. AAAI Juan Liu, Eric Bier, Aaron Wilson, Tomonori Honda, Kumar Sricharan, Leilani Gilpin, John Alexis Guerra Gómez, Daniel Davies
2014	—	`conf`	Co-simulation solutions using AA4MM-FMI applied to smart space heating models. SimuTools Leilani Gilpin, Laurent Ciarletta, Yannick Presse, Vincent Chevrier, Virginie Galtier