Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "toc:db/conf/icml/xxai2020.bht:"
download as .bib file
@proceedings{DBLP:conf/icml/2020xxai,
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-04083-2},
doi = {10.1007/978-3-031-04083-2},
isbn = {978-3-031-04082-5},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2020xxai.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BargalZPZMSS20,
author = {Sarah Adel Bargal and
Andrea Zunino and
Vitali Petsiuk and
Jianming Zhang and
Vittorio Murino and
Stan Sclaroff and
Kate Saenko},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Beyond the Visual Analysis of Deep Model Saliency},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {255--269},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_13},
doi = {10.1007/978-3-031-04083-2\_13},
timestamp = {Fri, 29 Apr 2022 14:50:41 +0200},
biburl = {https://dblp.org/rec/conf/icml/BargalZPZMSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BastaniIS20,
author = {Osbert Bastani and
Jeevana Priya Inala and
Armando Solar{-}Lezama},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Interpretable, Verifiable, and Robust Reinforcement Learning via Program
Synthesis},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {207--228},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_11},
doi = {10.1007/978-3-031-04083-2\_11},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BastaniIS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeckingDSML20,
author = {Daniel Becking and
Maximilian Dreyer and
Wojciech Samek and
Karsten M{\"{u}}ller and
Sebastian Lapuschkin},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {ECQ\({}^{\mbox{ x}}\): Explainability-Driven Quantization for Low-Bit
and Sparse DNNs},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {271--296},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_14},
doi = {10.1007/978-3-031-04083-2\_14},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeckingDSML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DinuHPDBBAH20,
author = {Marius{-}Constantin Dinu and
Markus Hofmarcher and
Vihang Prakash Patil and
Matthias Dorfer and
Patrick M. Blies and
Johannes Brandstetter and
Jose A. Arjona{-}Medina and
Sepp Hochreiter},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {{XAI} and Strategy Extraction via Reward Redistribution},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {177--205},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_10},
doi = {10.1007/978-3-031-04083-2\_10},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DinuHPDBBAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HackerP20,
author = {Philipp Hacker and
Jan{-}Hendrik Passoth},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Varieties of {AI} Explanations Under the Law. From the {GDPR} to the
AIA, and Beyond},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {343--373},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_17},
doi = {10.1007/978-3-031-04083-2\_17},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HackerP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HolzingerGFMMS20,
author = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {xxAI - Beyond Explainable Artificial Intelligence},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {3--10},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_1},
doi = {10.1007/978-3-031-04083-2\_1},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HolzingerGFMMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HolzingerSMBS20,
author = {Andreas Holzinger and
Anna Saranti and
Christoph Molnar and
Przemyslaw Biecek and
Wojciech Samek},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Explainable {AI} Methods - {A} Brief Overview},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {13--38},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_2},
doi = {10.1007/978-3-031-04083-2\_2},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HolzingerSMBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarimiKSV20,
author = {Amir{-}Hossein Karimi and
Julius von K{\"{u}}gelgen and
Bernhard Sch{\"{o}}lkopf and
Isabel Valera},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Towards Causal Algorithmic Recourse},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {139--166},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_8},
doi = {10.1007/978-3-031-04083-2\_8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KarimiKSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolekNLBK20,
author = {Stefan Kolek and
Duc Anh Nguyen and
Ron Levie and
Joan Bruna and
Gitta Kutyniok},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {A Rate-Distortion Framework for Explaining Black-Box Model Decisions},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {91--115},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_6},
doi = {10.1007/978-3-031-04083-2\_6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KolekNLBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MamalakisEB20,
author = {Antonios Mamalakis and
Imme Ebert{-}Uphoff and
Elizabeth A. Barnes},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Explainable Artificial Intelligence in Meteorology and Climate Science:
Model Fine-Tuning, Calibrating Trust and Learning New Science},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {315--339},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_16},
doi = {10.1007/978-3-031-04083-2\_16},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MamalakisEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarcosKCTR20,
author = {Diego Marcos and
Jana Kierdorf and
Ted Cheeseman and
Devis Tuia and
Ribana Roscher},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {A Whale's Tail - Finding the Right Whale in an Uncertain World},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {297--313},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_15},
doi = {10.1007/978-3-031-04083-2\_15},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MarcosKCTR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MolnarKHFDSCGB20,
author = {Christoph Molnar and
Gunnar K{\"{o}}nig and
Julia Herbinger and
Timo Freiesleben and
Susanne Dandl and
Christian A. Scholbeck and
Giuseppe Casalicchio and
Moritz Grosse{-}Wentrup and
Bernd Bischl},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {General Pitfalls of Model-Agnostic Interpretation Methods for Machine
Learning Models},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {39--68},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_4},
doi = {10.1007/978-3-031-04083-2\_4},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MolnarKHFDSCGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MontavonKSM20,
author = {Gr{\'{e}}goire Montavon and
Jacob R. Kauffmann and
Wojciech Samek and
Klaus{-}Robert M{\"{u}}ller},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Explaining the Predictions of Unsupervised Learning Models},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {117--138},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_7},
doi = {10.1007/978-3-031-04083-2\_7},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MontavonKSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalewskiKLA20,
author = {Leonard Salewski and
A. Sophia Koepke and
Hendrik P. A. Lensch and
Zeynep Akata},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {{CLEVR-X:} {A} Visual Reasoning Dataset for Natural Language Explanations},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {69--88},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_5},
doi = {10.1007/978-3-031-04083-2\_5},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SalewskiKLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SinghHY20,
author = {Chandan Singh and
Wooseok Ha and
Bin Yu},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Interpreting and Improving Deep-Learning Models with Reality Checks},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {229--254},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_12},
doi = {10.1007/978-3-031-04083-2\_12},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SinghHY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsaiC20,
author = {Chun{-}Hua Tsai and
John M. Carroll},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Logic and Pragmatics in {AI} Explanation},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {387--396},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_19},
doi = {10.1007/978-3-031-04083-2\_19},
timestamp = {Mon, 27 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TsaiC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhou20,
author = {Bolei Zhou},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Interpreting Generative Adversarial Networks for Interactive Image
Generation},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {167--175},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_9},
doi = {10.1007/978-3-031-04083-2\_9},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhou20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouCH20,
author = {Jianlong Zhou and
Fang Chen and
Andreas Holzinger},
editor = {Andreas Holzinger and
Randy Goebel and
Ruth Fong and
Taesup Moon and
Klaus{-}Robert M{\"{u}}ller and
Wojciech Samek},
title = {Towards Explainability for {AI} Fairness},
booktitle = {xxAI - Beyond Explainable {AI} - International Workshop, Held in Conjunction
with {ICML} 2020, July 18, 2020, Vienna, Austria, Revised and Extended
Papers},
series = {Lecture Notes in Computer Science},
volume = {13200},
pages = {375--386},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-031-04083-2\_18},
doi = {10.1007/978-3-031-04083-2\_18},
timestamp = {Fri, 22 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-05-29 03:42 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
