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@inproceedings{DBLP:conf/aaai/AlipourSYZB20,
author = {Kamran Alipour and
J{\"{u}}rgen P. Schulze and
Yi Yao and
Avi Ziskind and
Giedrius Burachas},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {A Study on Multimodal and Interactive Explanations for Visual Question
Answering},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {54--62},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper44.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/aaai/AlipourSYZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BakkerVTGVWP20,
author = {Michiel A. Bakker and
Humberto River{\'{o}}n Vald{\'{e}}s and
Duy Patrick Tu and
Krishna P. Gummadi and
Kush R. Varshney and
Adrian Weller and
Alex Pentland},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Fair Enough: Improving Fairness in Budget-Constrained Decision Making
Using Confidence Thresholds},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {41--53},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper24.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/BakkerVTGVWP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BehzadanB20,
author = {Vahid Behzadan and
Ibrahim M. Baggili},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Founding The Domain of {AI} Forensics},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {31--35},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper53.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/BehzadanB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BurdenH20,
author = {John Burden and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Exploring {AI} Safety in Degrees: Generality, Capability and Control},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {36--40},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper21.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/BurdenH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DenneyPS20,
author = {Ewen Denney and
Ganesh Pai and
Colin Smith},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Hazard Contribution Modes of Machine Learning Components},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {14--22},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper41.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/DenneyPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DimanovBJW20,
author = {Botty Dimanov and
Umang Bhatt and
Mateja Jamnik and
Adrian Weller},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From
Multiple Explanation Methods},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {63--73},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/DimanovBJW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DucoffeGG20,
author = {Melanie Ducoffe and
S{\'{e}}bastien Gerchinovitz and
Jayant Sen Gupta},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {A High Probability Safety Guarantee for Shifted Neural Network Surrogates},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {74--82},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper11.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/DucoffeGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GauravVLSACS20,
author = {Ashish Gaurav and
Sachin Vernekar and
Jaeyoung Lee and
Vahdat Abdelzad and
Krzysztof Czarnecki and
Sean Sedwards},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Simple Continual Learning Strategies for Safer Classifers},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {96--104},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GauravVLSACS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HenneSRW20,
author = {Maximilian Henne and
Adrian Schwaiger and
Karsten Roscher and
Gereon Weiss},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Benchmarking Uncertainty Estimation Methods for Deep Learning With
Safety-Related Metrics},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {83--90},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper35.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/HenneSRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JindalS0V020,
author = {Sarthak Jindal and
Raghav Sood and
Richa Singh and
Mayank Vatsa and
Tanmoy Chakraborty},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {NewsBag: {A} Benchmark Multimodal Dataset for Fake News Detection},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {138--145},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper27.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/JindalS0V020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KakizakiY20,
author = {Kazuya Kakizaki and
Kosuke Yoshida},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Adversarial Image Translation: Unrestricted Adversarial Examples in
Face Recognition Systems},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {6--13},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/KakizakiY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KamoiK20,
author = {Ryo Kamoi and
Kei Kobayashi},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Out-of-Distribution Detection with Likelihoods Assigned by Deep Generative
Models Using Multimodal Prior Distributions},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {113--116},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/KamoiK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KimC20,
author = {Jin{-}Young Kim and
Sung{-}Bae Cho},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Fair Representation for Safe Artificial Intelligence via Adversarial
Learning of Unbiased Information Bottleneck},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {105--112},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/KimC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KovarikC20,
author = {Vojtech Kovar{\'{\i}}k and
Ryan Carey},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {(When) Is Truth-telling Favored in {AI} Debate?},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {128--137},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/KovarikC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LamraniBG20,
author = {Imane Lamrani and
Ayan Banerjee and
Sandeep K. S. Gupta},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Toward Operational Safety Verification Via Hybrid Automata Mining
Using {I/O} Traces of AI-Enabled {CPS}},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {186--194},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper26.pdf},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LamraniBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuZYL20,
author = {Lifeng Liu and
Yingxuan Zhu and
Tim Tingqiu Yuan and
Jian Li},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Continuous Safe Learning Based on First Principles and Constraints
for Autonomous Driving},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {170--177},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper29.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiuZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MohseniPSW20,
author = {Sina Mohseni and
Mandar Pitale and
Vasu Singh and
Zhangyang Wang},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Practical Solutions for Machine Learning Safety in Autonomous Vehicles},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {162--169},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper40.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/MohseniPSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PicardiPHCH20,
author = {Chiara Picardi and
Colin Paterson and
Richard Hawkins and
Radu Calinescu and
Ibrahim Habli},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Assurance Argument Patterns and Processes for Machine Learning in
Safety-Related Systems},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {23--30},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper17.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/PicardiPHCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PrakashWGOM20,
author = {Bharat Prakash and
Nicholas R. Waytowich and
Ashwinkumar Ganesan and
Tim Oates and
Tinoosh Mohsenin},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Guiding Safe Reinforcement Learning Policies Using Structured Language
Constraints},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {153--161},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper38.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/PrakashWGOM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SalayCEASW20,
author = {Rick Salay and
Krzysztof Czarnecki and
Maria Soledad Elli and
Ignacio J. Alvarez and
Sean Sedwards and
Jack Weast},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {{PURSS:} Towards Perceptual Uncertainty Aware Responsibility Sensitive
Safety with {ML}},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {91--95},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper34.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/SalayCEASW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SernaMFCOR20,
author = {Ignacio Serna and
Aythami Morales and
Julian Fi{\'{e}}rrez and
Manuel Cebri{\'{a}}n and
Nick Obradovich and
Iyad Rahwan},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based
Face Biometrics},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {146--152},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper10.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/SernaMFCOR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VengertsevS20,
author = {Dmitry Vengertsev and
Elena Sherman},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Recurrent Neural Network Properties and their Verification with Monte
Carlo Techniques},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {178--185},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper39.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/VengertsevS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WainwrightE20,
author = {Carroll L. Wainwright and
Peter Eckersley},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {SafeLife 1.0: Exploring Side Effects in Complex Environments},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {117--127},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper46.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WainwrightE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiCFTD20,
author = {Bowei Xi and
Yujie Chen and
Fei Fan and
Zhan Tu and
Xinyan Deng},
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Bio-Inspired Adversarial Attack Against Deep Neural Networks},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
pages = {1--5},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560/paper15.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XiCFTD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2020safeai,
editor = {Hu{\'{a}}scar Espinoza and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Xin Cynthia Chen and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
Xiaowei Huang and
Mauricio Castillo{-}Effen and
Richard Mallah and
John A. McDermid},
title = {Proceedings of the Workshop on Artificial Intelligence Safety, co-located
with 34th {AAAI} Conference on Artificial Intelligence, SafeAI@AAAI
2020, New York City, NY, USA, February 7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2560},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2560},
urn = {urn:nbn:de:0074-2560-0},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2020safeai.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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