Leilani H. Gilpin
Leilani H. Gilpin
PhD Candidate at MIT
Verified email at mit.edu - Homepage
Cited by
Cited by
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
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
Monitoring scene understanders with conceptual primitive decomposition and commonsense knowledge
LH Gilpin, JC Macbeth, E Florentine
Advances in Cognitive Systems 6, 45-63, 2018
Explaining Explanations to Society
LH Gilpin, C Testart, N Fruchte, J Adebayo
arXiv preprint arXiv:1901.06560, 2018
Explaining explanations: An overview of interpretability of machine learning. arXiv preprints
LH Gilpin, D Bau, BZ Yuan, A Bajwa, M Specter, L Kagal
arXiv preprint arXiv:1806.00069, 2018
Reasonableness monitors
LH Gilpin
Thirty-Second AAAI Conference on Artificial Intelligence, 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
Introduction to the Special Issue on Innovative Applications of Artificial Intelligence 2015
D Gunning, PZ Yeh
AI Magazine 37 (2), 5-6, 2016
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
ICAIL Doctoral Consortium, Montreal 2019.
M Araszkiewicz, IA Amantea, S Chakravarty, R van Doesburg, M Dymitruk, ...
Artif. Intell. Law 28 (2), 267-280, 2020
Explaining Possible Futures for Robust Autonomous Decision-Making
LH Gilpin
AAAI Fall Symposium on Anticipatory Thinking, 2019
Getting Up to Speed on Vehicle Intelligence
LH Gilpin, BZ Yuan
AAAI Spring Symposium Series, 2017
Reports of the AAAI 2019 Spring Symposium Series
I Baldini, C Barrett, A Chella, C Cinelli, D Gamez, L Gilpin, K Hinkelmann, ...
AI Magazine 40 (3), 59-66, 2019
Learning From Explanations for Robust Autonomous Driving.
LH Gilpin, T Chen, L Kagal
ICML Workshop on AI for Autonomous Driving, 2019
An Adaptable Self-Monitoring Framework for Opaque Machines
LH Gilpin, L Kagal
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
Monitoring Opaque Learning Systems
LH Gilpin
ICLR 2019 Debugging ML Models Workshop, 2019
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
The Impact of Topology and Communication Models on Connectivity in Networks
L Gilpin
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