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@inproceedings{DBLP:conf/aaai/AlemanyP22,
author = {Sheila Alemany and
Niki Pissinou},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {The Dilemma Between Data Transformations and Adversarial Robustness
for Time Series Application Systems},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_46.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/aaai/AlemanyP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AlshareefBSH22,
author = {Amany Alshareef and
Nicolas Berthier and
Sven Schewe and
Xiaowei Huang},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Quantifying the Importance of Latent Features in Neural Networks},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_32.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/AlshareefBSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Ashton22,
author = {Hal Ashton},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Defining and Identifying the Legal Culpability of Side Effects using
Causal Graphs},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_27.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Ashton22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AshtonF22,
author = {Hal Ashton and
Matija Franklin},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {The Problem of Behaviour and Preference Manipulation in {AI} Systems},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_28.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/AshtonF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BarnettB22,
author = {Peter Barnett and
John Burden},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Oases of Cooperation: An Empirical Evaluation of Reinforcement Learning
in the Iterated Prisoner's Dilemma},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_24.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/BarnettB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BraunschweigGT22,
author = {Bertrand Braunschweig and
Rodolphe Gelin and
Fran{\c{c}}ois Terrier},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {The wall of safety for {AI:} approaches in the Confiance.ai program},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_49.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/BraunschweigGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FilipiukS22,
author = {Michal Filipiuk and
Vasu Singh},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Comparing Vision Transformers and Convolutional Nets for Safety Critical
Systems},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_31.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/FilipiukS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GerberJK22,
author = {Pascal Gerber and
Lisa J{\"{o}}ckel and
Michael Kl{\"{a}}s},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {A Study on Mitigating Hard Boundaries of Decision-Tree-based Uncertainty
Estimates for {AI} Models},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_7.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GerberJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GermiR22,
author = {Saeed Bakhshi Germi and
Esa Rahtu},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {A Practical Overview of Safety Concerns and Mitigation Methods for
Visual Deep Learning Algorithms},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GermiR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GodboutHRBD22,
author = {Mathieu Godbout and
Maxime Heuillet and
Sharath Chandra Raparthy and
Rupali Bhati and
Audrey Durand},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {A Game-Theoretic Perspective on Risk-Sensitive Reinforcement Learning},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_34.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GodboutHRBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeLB22,
author = {Chloe He and
Borja G. Le{\'{o}}n and
Francesco Belardinelli},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning
with Latent Shielding},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_50.pdf},
timestamp = {Wed, 04 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JungSK22,
author = {Soyeon Jung and
Ransalu Senanayake and
Mykel J. Kochenderfer},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {A Gray Box Model for Characterizing Driver Behavior},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_15.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/JungSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiYWL22,
author = {Fangqi Li and
Lei Yang and
Shilin Wang and
Alan Wee{-}Chung Liew},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Leveraging Multi-task Learning for Umambiguous and Flexible Deep Neural
Network Watermarking},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_5.pdf},
timestamp = {Tue, 08 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiYWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaDLWL22,
author = {Mingjun Ma and
Dehui Du and
Yuanhao Liu and
Yanyun Wang and
Yiyang Li},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Efficient Adversarial Sequence Generation for {RNN} with Symbolic
Weighted Finite Automata},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_19.pdf},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaDLWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ManinoCDRSMFBL022,
author = {Edoardo Manino and
Danilo S. Carvalho and
Yi Dong and
Julia Rozanova and
Xidan Song and
Mustafa A. Mustafa and
Andr{\'{e}} Freitas and
Gavin Brown and
Mikel Luj{\'{a}}n and
Xiaowei Huang and
Lucas C. Cordeiro},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {EnnCore: End-to-End Conceptual Guarding of Neural Architectures},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_9.pdf},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ManinoCDRSMFBL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MattioliPKL22,
author = {Juliette Mattioli and
Gabriel Pedroza and
Souhaiel Khalfaoui and
Bertrand Leroy},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Combining Data-Driven and Knowledge-Based {AI} Paradigms for Engineering
AI-Based Safety-Critical Systems},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_40.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/MattioliPKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MernKYHK22,
author = {John Mern and
Sidhart Krishnan and
Anil Yildiz and
Kyle Hatch and
Mykel J. Kochenderfer},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Interpretable Local Tree Surrogate Policies},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/MernKYHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MullerBF22,
author = {Leopold M{\"{u}}ller and
Lars B{\"{o}}cking and
Michael F{\"{a}}rber},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Safety Aware Reinforcement Learning by Identifying Comprehensible
Constraints in Expert Demonstrations},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_14.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/MullerBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NairHO22,
author = {Deebul S. Nair and
Nico Hochgeschwender and
Miguel A. Olivares{-}M{\'{e}}ndez},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Maximum Likelihood Uncertainty Estimation: Robustness to Outliers},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_20.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/NairHO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PutzelL22,
author = {Preston Putzel and
Scott Lee},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Blackbox Post-Processing for Multiclass Fairness},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_36.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/PutzelL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RajendranEDM22,
author = {Prajit T. Rajendran and
Hu{\'{a}}scar Espinoza and
Agn{\`{e}}s Delaborde and
Chokri Mraidha},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Human-in-the-loop Learning for Safe Exploration through Anomaly Prediction
and Intervention},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_47.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/RajendranEDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ReuelKCK22,
author = {Ann{-}Katrin Reuel and
Mark Koren and
Anthony Corso and
Mykel J. Kochenderfer},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Using Adaptive Stress Testing to Identify Paths to Ethical Dilemmas
in Autonomous Systems},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_53.pdf},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ReuelKCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RoLW22,
author = {Jin Woo Ro and
Gerald L{\"{u}}ttgen and
Diedrich Wolter},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Reinforcement Learning With Imperfect Safety Constraints},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_38.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/RoLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SchwaigerSR22,
author = {Adrian Schwaiger and
Kristian Schwienbacher and
Karsten Roscher},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Beyond Test Accuracy: The Effects of Model Compression on CNNs},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_26.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/SchwaigerSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SernaDMFO22,
author = {Ignacio Serna and
Daniel DeAlcala and
Aythami Morales Moreno and
Julian Fi{\'{e}}rrez and
Javier Ortega{-}Garcia},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {IFBiD: Inference-Free Bias Detection},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_13.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/SernaDMFO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinhamahapatraK22,
author = {Poulami Sinhamahapatra and
Rajat Koner and
Karsten Roscher and
Stephan G{\"{u}}nnemann},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Is it all a cluster game? - Exploring Out-of-Distribution Detection
based on Clustering in the Embedding Space},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_29.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/SinhamahapatraK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiongAJ22,
author = {Zikang Xiong and
Ishika Agarwal and
Suresh Jagannathan},
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {HiSaRL: {A} Hierarchical Framework for Safe Reinforcement Learning},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087/paper\_17.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XiongAJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2022safeai,
editor = {Gabriel Pedroza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Xiaowei Huang and
Hu{\'{a}}scar Espinoza and
Mauricio Castillo{-}Effen and
John A. McDermid and
Richard Mallah and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Proceedings of the Workshop on Artificial Intelligence Safety 2022
(SafeAI 2022) co-located with the Thirty-Sixth {AAAI} Conference on
Artificial Intelligence (AAAI2022), Virtual, February, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3087},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3087},
urn = {urn:nbn:de:0074-3087-8},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2022safeai.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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