Leilani H. Gilpin
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Explaining explanations: An overview of interpretability of machine learning
LH Gilpin, D Bau, BZ Yuan, A Bajwa, M Specter, L Kagal
2018 IEEE 5th International Conference on data science and advanced …, 2018
Graph analysis for detecting fraud, waste, and abuse in healthcare data
J Liu, E Bier, A Wilson, JA Guerra-Gomez, T Honda, K Sricharan, L Gilpin, ...
Ai Magazine 37 (2), 33-46, 2016
Outracing champion Gran Turismo drivers with deep reinforcement learning
PR Wurman, S Barrett, K Kawamoto, J MacGlashan, K Subramanian, ...
Nature 602 (7896), 223-228, 2022
Explaining Explanations to Society
LH Gilpin, C Testart, N Fruchte, J Adebayo
arXiv preprint arXiv:1901.06560, 2018
Monitoring scene understanders with conceptual primitive decomposition and commonsense knowledge
LH Gilpin, JC Macbeth, E Florentine
Advances in Cognitive Systems 6, 45-63, 2018
Perception of speaker personality traits using speech signals
LH Gilpin, DM Olson, T Alrashed
Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing …, 2018
Reasonableness monitors
LH Gilpin
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Co-simulation solutions using AA4MM-FMI applied to smart space heating models
L Gilpin, L Ciarletta, Y Presse, V Chevrier, V Galtier
Proceedings of the 7th International ICST Conference on Simulation Tools and …, 2014
A stress testing framework for autonomous system verification and validation (v&v)
G Falco, LH Gilpin
2021 IEEE International Conference on Autonomous Systems (ICAS), 1-5, 2021
ICAIL Doctoral Consortium, Montreal 2019
M Araszkiewicz, IA Amantea, S Chakravarty, R van Doesburg, M Dymitruk, ...
Artificial Intelligence and Law 28 (2), 267-280, 2020
Reasonable perception: Connecting vision and language systems for validating scene descriptions
LH Gilpin, C Zaman, D Olson, BZ Yuan
Companion of the 2018 ACM/IEEE International Conference on Human-Robot …, 2018
Getting Up to Speed on Vehicle Intelligence
LH Gilpin, BZ Yuan
AAAI Spring Symposium Series, 2017
A Knowledge Driven Approach to Adaptive Assistance Using Preference Reasoning and Explanation
JR Wilson, L Gilpin, I Rabkina
arXiv preprint arXiv:2012.02904, 2020
Anomaly detection through explanations
LH Gilpin
Massachusetts Institute of Technology, 2020
The Veicl Act: Safety and Security for Modern Vehicles
A Bose, L Gilpin, J Agosti, Q Dang
Willamette L. Rev. 53, 137, 2016
Negative News No More: Classifying News Article Headlines
K Bergen, L Gilpin
Technical Report 10 (11), 2017, 2012
Anticipatory Thinking: A Testing and Representation Challenge for Self-Driving Cars
LH Gilpin
2021 55th Annual Conference on Information Sciences and Systems (CISS), 1-2, 2021
Explaining Possible Futures for Robust Autonomous Decision-Making
LH Gilpin
AAAI Fall Symposium on Anticipatory Thinking, 2019
Monitoring Opaque Learning Systems
LH Gilpin
ICLR 2019 Debugging ML Models Workshop, 2019
" Explanation" is Not a Technical Term: The Problem of Ambiguity in XAI
LH Gilpin, AR Paley, MA Alam, S Spurlock, KJ Hammond
arXiv preprint arXiv:2207.00007, 2022
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