![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Nico Potyka
Person information
- affiliation: University of Stuttgart, Institute for Parallel and Distributed Systems, Germany
- affiliation: University of Osnabrück, Institute of Cognitive Science, Germany
- affiliation: University of Hagen, Department of Computer Science, Germany
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j9]Timotheus Kampik
, Nico Potyka, Xiang Yin, Kristijonas Cyras, Francesca Toni:
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis. Int. J. Approx. Reason. 173: 109255 (2024) - [c48]Markus Ulbricht, Nico Potyka, Anna Rapberger, Francesca Toni:
Non-flat ABA Is an Instance of Bipolar Argumentation. AAAI 2024: 10723-10731 - [c47]Francesco Leofante, Nico Potyka:
Promoting Counterfactual Robustness through Diversity. AAAI 2024: 21322-21330 - [c46]Nico Potyka, Yuqicheng Zhu, Yunjie He, Evgeny Kharlamov, Steffen Staab:
Robust Knowledge Extraction from Large Language Models using Social Choice Theory. AAMAS 2024: 1593-1601 - [i23]Timotheus Kampik, Nico Potyka, Xiang Yin, Kristijonas Cyras, Francesca Toni:
Contribution Functions for Quantitative Bipolar Argumentation Graphs: A Principle-based Analysis. CoRR abs/2401.08879 (2024) - [i22]Xiang Yin, Nico Potyka, Francesca Toni:
Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports (Technical Report). CoRR abs/2404.14304 (2024) - [i21]Xiang Yin, Nico Potyka, Francesca Toni:
CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report). CoRR abs/2407.08497 (2024) - [i20]Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Evgeny Kharlamov, Steffen Staab:
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings. CoRR abs/2407.11821 (2024) - 2023
- [j8]Anthony Hunter
, Nico Potyka
:
Syntactic reasoning with conditional probabilities in deductive argumentation. Artif. Intell. 321: 103934 (2023) - [c45]Nico Potyka, Xiang Yin
, Francesca Toni:
Explaining Random Forests Using Bipolar Argumentation and Markov Networks. AAAI 2023: 9453-9460 - [c44]Hamed Ayoobi
, Nico Potyka, Francesca Toni:
SpArX: Sparse Argumentative Explanations for Neural Networks. ECAI 2023: 149-156 - [c43]Xiang Yin
, Nico Potyka
, Francesca Toni
:
Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks. ECAI 2023: 2898-2905 - [c42]Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab, Evgeny Kharlamov:
Towards Statistical Reasoning with Ontology Embeddings. ISWC (Posters/Demos/Industry) 2023 - [c41]Francesca Toni, Nico Potyka, Markus Ulbricht, Pietro Totis:
Understanding ProbLog as Probabilistic Argumentation. ICLP 2023: 183-189 - [i19]Hamed Ayoobi, Nico Potyka
, Francesca Toni:
SpArX: Sparse Argumentative Explanations for Neural Networks. CoRR abs/2301.09559 (2023) - [i18]Markus Ulbricht, Nico Potyka, Francesca Toni:
Non-flat ABA is an Instance of Bipolar Argumentation. CoRR abs/2305.12453 (2023) - [i17]Xiang Yin, Nico Potyka, Francesca Toni:
Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks (Technical Report). CoRR abs/2307.13582 (2023) - [i16]Hamed Ayoobi, Nico Potyka, Francesca Toni:
ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation [Technical Report]. CoRR abs/2311.15438 (2023) - [i15]Francesco Leofante, Nico Potyka:
Promoting Counterfactual Robustness through Diversity. CoRR abs/2312.06564 (2023) - [i14]Nico Potyka, Yuqicheng Zhu, Yunjie He, Evgeny Kharlamov, Steffen Staab:
Robust Knowledge Extraction from Large Language Models using Social Choice Theory. CoRR abs/2312.14877 (2023) - 2022
- [c40]Nico Potyka, Mohamad Bazo, Jonathan Spieler, Steffen Staab:
Learning Gradual Argumentation Frameworks using Meta-heuristics. ArgML@COMMA 2022: 96-108 - [c39]Nico Potyka
:
Attractor - A Java Library for Gradual Bipolar Argumentation. COMMA 2022: 369-370 - [c38]Nico Potyka, Xiang Yin, Francesca Toni:
On the Tradeoff Between Correctness and Completeness in Argumentative Explainable AI. ArgXAI@COMMA 2022 - [c37]Jonathan Spieler, Nico Potyka
, Steffen Staab:
Interpretable Machine Learning with Gradual Argumentation Frameworks. COMMA 2022: 373-374 - [c36]Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab:
Pseudo-Riemannian Graph Convolutional Networks. NeurIPS 2022 - [c35]Bo Xiong, Nico Potyka
, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
:
Faithful Embeddings for Eℒ++ Knowledge Bases. ISWC 2022: 22-38 - [e1]Florence Dupin de Saint-Cyr
, Meltem Öztürk-Escoffier, Nico Potyka
:
Scalable Uncertainty Management - 15th International Conference, SUM 2022, Paris, France, October 17-19, 2022, Proceedings. Lecture Notes in Computer Science 13562, Springer 2022, ISBN 978-3-031-18842-8 [contents] - [i13]Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab:
Box Embeddings for the Description Logic EL++. CoRR abs/2201.09919 (2022) - [i12]Nico Potyka
, Xiang Yin, Francesca Toni:
Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data. CoRR abs/2205.09620 (2022) - [i11]Nico Potyka
, Xiang Yin, Francesca Toni:
Explaining Random Forests using Bipolar Argumentation and Markov Networks (Technical Report). CoRR abs/2211.11699 (2022) - 2021
- [c34]Nico Potyka:
Interpreting Neural Networks as Quantitative Argumentation Frameworks. AAAI 2021: 6463-6470 - [c33]Nico Potyka
:
Generalizing Complete Semantics to Bipolar Argumentation Frameworks. ECSQARU 2021: 130-143 - [c32]Nico Potyka:
From Probabilistic Programming to Probabilistic Argumentation. ICLP Workshops 2021 - [i10]Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab:
Semi-Riemannian Graph Convolutional Networks. CoRR abs/2106.03134 (2021) - [i9]Jonathan Spieler, Nico Potyka, Steffen Staab:
Learning Gradual Argumentation Frameworks using Genetic Algorithms. CoRR abs/2106.13585 (2021) - 2020
- [c31]Nico Potyka
:
Abstract Argumentation with Markov Networks. ECAI 2020: 865-872 - [c30]Nico Potyka:
Foundations for Solving Classification Problems with Quantitative Abstract Argumentation. XI-ML@KI 2020 - [c29]Nico Potyka:
Bipolar Abstract Argumentation with Dual Attacks and Supports. KR 2020: 677-686 - [i8]Inga Ibs, Nico Potyka:
Explainable Automated Reasoning in Law using Probabilistic Epistemic Argumentation. CoRR abs/2009.05815 (2020) - [i7]Nico Potyka:
Interpreting Neural Networks as Gradual Argumentation Frameworks (Including Proof Appendix). CoRR abs/2012.05738 (2020)
2010 – 2019
- 2019
- [j7]Anthony Hunter
, Sylwia Polberg, Nico Potyka
:
Delegated updates in epistemic graphs for opponent modelling. Int. J. Approx. Reason. 113: 207-244 (2019) - [j6]Nico Potyka
:
A polynomial-time fragment of epistemic probabilistic argumentation. Int. J. Approx. Reason. 115: 265-289 (2019) - [c28]Nico Potyka:
Extending Modular Semantics for Bipolar Weighted Argumentation. AAMAS 2019: 1722-1730 - [c27]Nico Potyka:
A Polynomial-time Fragment of Epistemic Probabilistic Argumentation. AAMAS 2019: 2165-2167 - [c26]Nico Potyka
, Sylwia Polberg, Anthony Hunter
:
Polynomial-Time Updates of Epistemic States in a Fragment of Probabilistic Epistemic Argumentation. ECSQARU 2019: 74-86 - [c25]Nico Potyka
:
Extending Modular Semantics for Bipolar Weighted Argumentation (Extended Abstract). KI 2019: 273-276 - [c24]Nico Potyka
:
Open-Mindedness of Gradual Argumentation Semantics. SUM 2019: 236-249 - [i6]Nico Potyka, Sylwia Polberg, Anthony Hunter:
Polynomial-time Updates of Epistemic States in a Fragment of Probabilistic Epistemic Argumentation (Technical Report). CoRR abs/1906.05066 (2019) - 2018
- [c23]Nico Potyka:
Measuring Disagreement among Knowledge Bases. PRUV@IJCAR 2018 - [c22]Anthony Hunter, Sylwia Polberg, Nico Potyka:
Updating Belief in Arguments in Epistemic Graphs. KR 2018: 138-147 - [c21]Nico Potyka:
Continuous Dynamical Systems for Weighted Bipolar Argumentation. KR 2018: 148-157 - [c20]Nico Potyka
:
Measuring Disagreement Among Knowledge Bases. SUM 2018: 212-227 - [i5]Nico Potyka:
Convergence and Open-Mindedness of Discrete and Continuous Semantics for Bipolar Weighted Argumentation (Technical Report). CoRR abs/1809.07133 (2018) - [i4]Nico Potyka:
A Polynomial-time Fragment of Epistemic Probabilistic Argumentation (Technical Report). CoRR abs/1811.12083 (2018) - [i3]Nico Potyka:
A Tutorial for Weighted Bipolar Argumentation with Continuous Dynamical Systems and the Java Library Attractor. CoRR abs/1811.12787 (2018) - 2017
- [j5]Christoph Beierle, Marc Finthammer, Nico Potyka, Julian Varghese, Gabriele Kern-Isberner:
A Framework for Versatile Knowledge and Belief Management Operations in a Probabilistic Conditional Logic. FLAP 4(7) (2017) - [j4]Nico Potyka
, Matthias Thimm
:
Inconsistency-tolerant reasoning over linear probabilistic knowledge bases. Int. J. Approx. Reason. 88: 209-236 (2017) - [c19]Anthony Hunter
, Nico Potyka
:
Updating Probabilistic Epistemic States in Persuasion Dialogues. ECSQARU 2017: 46-56 - [c18]Rafael Peñaloza, Nico Potyka
:
Towards Statistical Reasoning in Description Logics over Finite Domains. SUM 2017: 280-294 - [i2]Rafael Peñaloza, Nico Potyka:
Towards Statistical Reasoning in Description Logics over Finite Domains (Full Version). CoRR abs/1706.03207 (2017) - 2016
- [b1]Nico Potyka:
Solving Reasoning Problems for Probabilistic Conditional Logics with Consistent and Inconsistent Information. FernUniversität in Hagen, 2016 - [j3]Nico Potyka
, Engelbert Mittermeier, David Marenke:
An overview of algorithmic approaches to compute optimum entropy distributions in the expert system shell MECore (extended version). J. Appl. Log. 19: 71-86 (2016) - [c17]Nico Potyka
, Danny Gómez-Ramírez, Kai-Uwe Kühnberger:
Towards a Computational Framework for Function-Driven Concept Invention. AGI 2016: 212-222 - [c16]Nico Potyka:
Relationships Between Semantics for Relational Probabilistic Conditional Logics. Computational Models of Rationality 2016: 332-347 - [c15]Nico Potyka, Erman Acar, Matthias Thimm, Heiner Stuckenschmidt:
Group Decision Making via Probabilistic Belief Merging. IJCAI 2016: 3623-3629 - [c14]Rafael Peñaloza, Nico Potyka
:
Probabilistic Reasoning in the Description Logic ALCP with the Principle of Maximum Entropy. SUM 2016: 246-259 - [i1]Rafael Peñaloza, Nico Potyka:
Probabilistic Reasoning in the Description Logic ALCP with the Principle of Maximum Entropy (Full Version). CoRR abs/1606.09521 (2016) - 2015
- [j2]Nico Potyka
, Christoph Beierle, Gabriele Kern-Isberner:
A concept for the evolution of relational probabilistic belief states and the computation of their changes under optimum entropy semantics. J. Appl. Log. 13(4): 414-440 (2015) - [j1]Christoph Beierle, Gabriele Kern-Isberner, Marc Finthammer, Nico Potyka
:
Extending and Completing Probabilistic Knowledge and Beliefs Without Bias. Künstliche Intell. 29(3): 255-262 (2015) - [c13]Christoph Beierle, Nico Potyka
, Josef Baudisch, Marc Finthammer:
Towards Lifted Inference Under Maximum Entropy for Probabilistic Relational FO-PCL Knowledge Bases. ECSQARU 2015: 506-516 - [c12]Nico Potyka, Matthias Thimm:
Probabilistic Reasoning with Inconsistent Beliefs Using Inconsistency Measures. IJCAI 2015: 3156-3163 - [c11]Christoph Beierle, Florian Brons, Nico Potyka
:
A Software System Using a SAT Solver for Reasoning Under Complete, Stable, Preferred, and Grounded Argumentation Semantics. KI 2015: 241-248 - [c10]Nico Potyka
:
Reasoning over Linear Probabilistic Knowledge Bases with Priorities. SUM 2015: 121-136 - 2014
- [c9]Nico Potyka
, Matthias Thimm:
Consolidation of Probabilistic Knowledge Bases by Inconsistency Minimization. ECAI 2014: 729-734 - [c8]Nico Potyka:
Linear Programs for Measuring Inconsistency in Probabilistic Logics. KR 2014 - 2013
- [c7]Julian Varghese
, Christoph Beierle, Nico Potyka
, Gabriele Kern-Isberner:
Using probabilistic logic and the principle of maximum entropy for the analysis of clinical brain tumor data. CBMS 2013: 401-404 - [c6]Christoph Beierle, Marc Finthammer, Nico Potyka
, Julian Varghese
, Gabriele Kern-Isberner:
A Case Study on the Application of Probabilistic Conditional Modelling and Reasoning to Clinical Patient Data in Neurosurgery. ECSQARU 2013: 49-60 - [c5]Nico Potyka
, Christoph Beierle, Gabriele Kern-Isberner:
On the Problem of Reversing Relational Inductive Knowledge Representation. ECSQARU 2013: 485-496 - [c4]Nico Potyka:
Some Notes on the Factorization of Probabilistic Logical Models under Maximum Entropy Semantics. FLAIRS 2013 - [c3]Nico Potyka
, Christoph Beierle, Gabriele Kern-Isberner:
Changes of Relational Probabilistic Belief States and Their Computation under Optimum Entropy Semantics. KI 2013: 176-187 - 2012
- [c2]Nico Potyka:
Towards a General Framework for Maximum Entropy Reasoning. FLAIRS 2012 - [c1]Nico Potyka
, Christoph Beierle:
An Approach to Learning Relational Probabilistic FO-PCL Knowledge Bases. SUM 2012: 625-632
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-25 20:04 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint