Leilani H. Gilpin
Leilani H. Gilpin
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Leilani H. Gilpin
,
Vishnu Penubarthi
,
Lalana Kagal
(2021).
Explaining Multimodal Errors in Autonomous Vehicles
. DSAA 2021.
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Slides
Video
Leilani H Gilpin
(2021).
Anticipatory Thinking: A Testing and Representation Challenge for Self-Driving Cars
.
2021 55th Annual Conference on Information Sciences and Systems (CISS)
.
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Gregory Falco
,
Leilani H Gilpin
(2021).
A stress testing framework for autonomous system verification and validation (v&v)
.
2021 IEEE International Conference on Autonomous Systems (ICAS)
.
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Jason R Wilson
,
Leilani H. Gilpin
,
Irina Rabkina
(2020).
A Knowledge Driven Approach to Adaptive Assistance Using Preference Reasoning and Explanation
. AI-HRI 2020.
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Leilani H. Gilpin
(2020).
Anomaly Detection Through Explanations
. PhD Thesis.
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Video
Leilani H. Gilpin
(2019).
Explaining Possible Futures for Robust Autonomous Decision-Making
. AAAI Fall Symposium.
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Leilani H. Gilpin
,
Tianye Chen
,
Lalana Kagal
(2019).
Learning From Explanations for Robust Autonomous Driving.
.
ICML Workshop on AI for Autonomous Driving
.
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Leilani H. Gilpin
,
Lalana Kagal
(2019).
An Adaptable Self-Monitoring Framework for Opaque Machines
.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems
.
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Leilani H. Gilpin
(2019).
Monitoring Opaque Learning Systems
. ICLR 2019 Debugging ML Models Workshop.
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Ioana Baldini
,
Clark Barrett
,
Antonio Chella
,
Carlos Cinelli
,
David Gamez
,
Leilani Gilpin
,
Knut Hinkelmann
,
Dylan Holmes
,
Takashi Kido
,
Murat Kocaoglu
,
others
(2019).
Reports of the AAAI 2019 Spring Symposium Series
.
AI Magazine
.
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Leilani H. Gilpin
(2018).
Reasonableness Monitors
.
Thirty-Second AAAI Conference on Artificial Intelligence
.
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Leilani H. Gilpin
,
Cagri Zaman
,
Danielle Olson
,
Ben Z Yuan
(2018).
Reasonable perception: Connecting vision and language systems for validating scene descriptions
.
Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction
.
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Leilani H. Gilpin
,
Danielle M. Olson
,
Tarfah Alrashed
(2018).
Perception of Speaker Personality Traits Using Speech Signals
.
Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems
.
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Leilani H. Gilpin
,
Jamie C. Macbeth
,
Evelyn Florentine
(2018).
Monitoring Scene Understanders with Conceptual Primitive Decomposition and Commonsense Knowledge
.
Advances in Cognitive Systems
.
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Leilani H. Gilpin
,
David Bau
,
Ben Z Yuan
,
Ayesha Bajwa
,
Michael Specter
,
Lalana Kagal
(2018).
Explaining explanations: An overview of interpretability of machine learning
.
2018 IEEE 5th International Conference on data science and advanced analytics (DSAA)
.
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Leilani H. Gilpin
,
Cecilia Testart
,
Nathaniel Fruchte
,
Julius Adebayo
(2018).
Explaining Explanations to Society
.
arXiv preprint arXiv:1901.06560
.
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Leilani H. Gilpin
,
Ben Ze Yuan
(2017).
Getting Up to Speed on Vehicle Intelligence
.
AAAI Spring Symposium Series
.
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Ayesha Bose
,
Leilani Gilpin
,
Jamin Agosti
,
Quinn Dang
(2016).
The Veicl Act: Safety and Security for Modern Vehicles
.
Willamette L. Rev.
.
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Juan Liu
,
Eric Bier
,
Aaron Wilson
,
John Alexis Guerra-Gomez
,
Tomonori Honda
,
Kumar Sricharan
,
Leilani Gilpin
,
Daniel Davies
(2016).
Graph analysis for detecting fraud, waste, and abuse in healthcare data
.
AI Magazine
.
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Leilani Gilpin
,
Laurent Ciarletta
,
Yannick Presse
,
Vincent Chevrier
,
Virginie Galtier
(2014).
Co-simulation solutions using AA4MM-FMI applied to smart space heating models
.
Proceedings of the 7th International ICST Conference on Simulation Tools and Techniques
.
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Karianne Bergen
,
Leilani Gilpin
(2012).
Negative News No More: Classifying News Article Headlines
.
Technical Report
.
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Leilani Gilpin
(2011).
The Impact of Topology and Communication Models on Connectivity in Networks
.
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