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Eine Ebene höherGruppiert nach: Dokumententyp |
Veröffentlichungsdatum
Anzahl der Publikationen: 15
2021
Bengs, Viktor; Busa-Fekete, Róbert; Mesaoudi-Paul, Adil El und Hüllermeier, Eyke 
ORCID: https://orcid.org/0000-0002-9944-4108
(Januar 2021):
Preference-based Online Learning with Dueling Bandits: A Survey.
In: Journal of Machine Learning Research, Bd. 22, Nr. 7: S. 1-108
[PDF, 918kB]
ORCID: https://orcid.org/0000-0002-9944-4108
(Januar 2021):
Preference-based Online Learning with Dueling Bandits: A Survey.
In: Journal of Machine Learning Research, Bd. 22, Nr. 7: S. 1-108
[PDF, 918kB]
2018
El Mesaoudi-Paul, Adil; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Busa-Fekete, Róbert
(2018):
Ranking Distributions based on Noisy Sorting.
35th International Conference on Machine Learning, Stockholm, Sweden, 10-15 July 2018.
Dy, Jennifer und Krause, Andreas (Hrsg.):
In: Proceedings of the 35th International Conference on Machine Learning. ICML 2018,
Bd. 80
S. 3472-3480
[PDF, 587kB]
ORCID: https://orcid.org/0000-0002-9944-4108 und Busa-Fekete, Róbert
(2018):
Ranking Distributions based on Noisy Sorting.
35th International Conference on Machine Learning, Stockholm, Sweden, 10-15 July 2018.
Dy, Jennifer und Krause, Andreas (Hrsg.):
In: Proceedings of the 35th International Conference on Machine Learning. ICML 2018,
Bd. 80
S. 3472-3480
[PDF, 587kB]
2016
Jasinska, Kalina; Dembczynski, Krzysztof; Busa-Fekete, Róbert; Pfannschmidt, Karlson; Klerx, Timo und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2016):
Extreme F-measure maximization using sparse probability estimates.
ICML'16: 33rd International Conference on International Conference on Machine Learning, New York, NY USA, June 19 - 24, 2016.
Balcan, Maria Florina und Weinberger, Kilian Q. (Hrsg.):
In: Proceedings of the 33rd International Conference on International Conference on Machine Learning,
Bd. 22
New York: Association for Computing Machinery. S. 1435-1444
[PDF, 719kB]
ORCID: https://orcid.org/0000-0002-9944-4108
(2016):
Extreme F-measure maximization using sparse probability estimates.
ICML'16: 33rd International Conference on International Conference on Machine Learning, New York, NY USA, June 19 - 24, 2016.
Balcan, Maria Florina und Weinberger, Kilian Q. (Hrsg.):
In: Proceedings of the 33rd International Conference on International Conference on Machine Learning,
Bd. 22
New York: Association for Computing Machinery. S. 1435-1444
[PDF, 719kB]
Dembczyński, Krzysztof; Kotłowski, Wojciech; Waegeman, Willem; Busa-Fekete, Róbert und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2016):
Consistency of Probabilistic Classifier Trees.
In: Frasconi, Paolo; Landwehr, Niels; Manco, Giuseppe und Vreeken, Jilles (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II. Lecture Notes in Computer Science, Bd. 9852. Cham: Springer. S. 511-526
[PDF, 322kB]
ORCID: https://orcid.org/0000-0002-9944-4108
(2016):
Consistency of Probabilistic Classifier Trees.
In: Frasconi, Paolo; Landwehr, Niels; Manco, Giuseppe und Vreeken, Jilles (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II. Lecture Notes in Computer Science, Bd. 9852. Cham: Springer. S. 511-526
[PDF, 322kB]
2015
Szörényi, Balázs; Busa-Fekete, Róbert; Weng, Paul und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Juli 2015):
Qualitative Multi-Armed Bandits: A Quantile-Based Approach.
32nd International Conference on Machine Learning, Lille, France, July 6 - 11, 2015.
In: Proceedings of the 32nd International Conference on Machine Learning,
Bd. 37
S. 1660-1668
[PDF, 449kB]
ORCID: https://orcid.org/0000-0002-9944-4108
(Juli 2015):
Qualitative Multi-Armed Bandits: A Quantile-Based Approach.
32nd International Conference on Machine Learning, Lille, France, July 6 - 11, 2015.
In: Proceedings of the 32nd International Conference on Machine Learning,
Bd. 37
S. 1660-1668
[PDF, 449kB]
Szörényi, Baiÿzs; Busa-Fekete, Róbert; Paul, Adil und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2015):
Online rank elicitation for Plackett-Luce: a dueling bandits approach.
NIPS'15: 28th International Conference on Neural Information Processing Systems, Montreal Canada, December 7 - 12, 2015.
Cortes, C.; Lee, D. D.; Sugiyama, M. und Garnett, R. (Hrsg.):
In: NIPS'15: Proceedings of the 28th International Conference on Neural Information Processing Systems,
Bd. 1
Cambridge, MA: MIT Press. S. 604-612
[PDF, 534kB]
ORCID: https://orcid.org/0000-0002-9944-4108
(2015):
Online rank elicitation for Plackett-Luce: a dueling bandits approach.
NIPS'15: 28th International Conference on Neural Information Processing Systems, Montreal Canada, December 7 - 12, 2015.
Cortes, C.; Lee, D. D.; Sugiyama, M. und Garnett, R. (Hrsg.):
In: NIPS'15: Proceedings of the 28th International Conference on Neural Information Processing Systems,
Bd. 1
Cambridge, MA: MIT Press. S. 604-612
[PDF, 534kB]
Szörényi, Baiÿzs; Busa-Fekete, Róbert; Paul, Adil und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2015):
Online F-measure optimization.
NIPS'15: 28th International Conference on Neural Information Processing Systems, Montreal Canada, December 7 - 12, 2015.
Cortes, C.; Lee, D. D.; Sugiyama, M. und Garnett, R. (Hrsg.):
In: NIPS'15: Proceedings of the 28th International Conference on Neural Information Processing Systems,
Bd. 1
Cambridge, MA: MIT Press. S. 595-603
[PDF, 585kB]
ORCID: https://orcid.org/0000-0002-9944-4108
(2015):
Online F-measure optimization.
NIPS'15: 28th International Conference on Neural Information Processing Systems, Montreal Canada, December 7 - 12, 2015.
Cortes, C.; Lee, D. D.; Sugiyama, M. und Garnett, R. (Hrsg.):
In: NIPS'15: Proceedings of the 28th International Conference on Neural Information Processing Systems,
Bd. 1
Cambridge, MA: MIT Press. S. 595-603
[PDF, 585kB]
2014
Busa-Fekete, Róbert; Szörényi, Balázs und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Juli 2014):
PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences.
28th AAAI Conference on Artificial Intelligence (AAAI-14), Quebec City, Canada, Jul 2014.
ORCID: https://orcid.org/0000-0002-9944-4108
(Juli 2014):
PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences.
28th AAAI Conference on Artificial Intelligence (AAAI-14), Quebec City, Canada, Jul 2014.
Busa-Fekete, Róbert; Szörényi, Balázs; Weng, Paul; Cheng, Weiwei und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2014):
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm.
In: Machine Learning, Bd. 97, Nr. 3: S. 327-351
ORCID: https://orcid.org/0000-0002-9944-4108
(2014):
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm.
In: Machine Learning, Bd. 97, Nr. 3: S. 327-351
Busa-Fekete, Róbert und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2014):
A Survey of Preference-Based Online Learning with Bandit Algorithms.
In: Auer, Peter; Clark, Alexander; Zeugmann, Thomas und Zilles, Sandra (Hrsg.):
Algorithmic Learning Theory. 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings. Lecture Notes in Computer Science, Bd. 8776. Cham: Springer. S. 18-39
ORCID: https://orcid.org/0000-0002-9944-4108
(2014):
A Survey of Preference-Based Online Learning with Bandit Algorithms.
In: Auer, Peter; Clark, Alexander; Zeugmann, Thomas und Zilles, Sandra (Hrsg.):
Algorithmic Learning Theory. 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings. Lecture Notes in Computer Science, Bd. 8776. Cham: Springer. S. 18-39
Busa-Fekete, Róbert; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Szörényi, Balázs
(2014):
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows.
31st International Conference on Machine Learning (ICML 2014), Beijing, China, 21-26 June, 2014.
Xing, Eric P. und Jebara, Tony (Hrsg.):
In: Proceedings of the 31st International Conference on Machine Learning,
Bd. 32, Nr. 2
Bejing, China: PMLR. S. 1071-1079
[PDF, 569kB]
ORCID: https://orcid.org/0000-0002-9944-4108 und Szörényi, Balázs
(2014):
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows.
31st International Conference on Machine Learning (ICML 2014), Beijing, China, 21-26 June, 2014.
Xing, Eric P. und Jebara, Tony (Hrsg.):
In: Proceedings of the 31st International Conference on Machine Learning,
Bd. 32, Nr. 2
Bejing, China: PMLR. S. 1071-1079
[PDF, 569kB]
2013
Busa-Fekete, Róbert; Szörényi, Balázs; Cheng, Weiwei; Weng, Paul und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Top-k Selection based on Adaptive Sampling of Noisy Preferences.
ICML'13: 30th International Conference on International Conference on Machine Learning, Atlanta GA USA, June 16 - 21, 2013.
Dasgupta, Sanjoy und McAllester, David (Hrsg.):
In: Proceedings of the 30th International Conference on International Conference on Machine Learning,
Bd. 28, Nr. 3
S. 1094-1102
[PDF, 434kB]
ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Top-k Selection based on Adaptive Sampling of Noisy Preferences.
ICML'13: 30th International Conference on International Conference on Machine Learning, Atlanta GA USA, June 16 - 21, 2013.
Dasgupta, Sanjoy und McAllester, David (Hrsg.):
In: Proceedings of the 30th International Conference on International Conference on Machine Learning,
Bd. 28, Nr. 3
S. 1094-1102
[PDF, 434kB]
Szarvas, György; Busa-Fekete, Róbert und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Learning to Rank Lexical Substitutions.
2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013.
In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing,,
Association for Computational Linguistics. S. 1926-1932
[PDF, 139kB]
ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Learning to Rank Lexical Substitutions.
2013 Conference on Empirical Methods in Natural Language Processing, Seattle, Washington, USA, 18-21 October 2013.
In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing,,
Association for Computational Linguistics. S. 1926-1932
[PDF, 139kB]
Weng, Paul; Busa-Fekete, Róbert und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Interactive Q-Learning with Ordinal Rewards and Unreliable Tutor.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013). Reinforcement Learning with Generalized Feedback, Prague, 23rd September 2013.
S. 1-13
ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Interactive Q-Learning with Ordinal Rewards and Unreliable Tutor.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013). Reinforcement Learning with Generalized Feedback, Prague, 23rd September 2013.
S. 1-13
Weng, Paul; Busa-Fekete, Róbert und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Preference-based Evolutionary Direct Policy Search.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013). Reinforcement Learning with Generalized Feedback, Prague, 23rd September 2013.
S. 1-8
ORCID: https://orcid.org/0000-0002-9944-4108
(2013):
Preference-based Evolutionary Direct Policy Search.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013). Reinforcement Learning with Generalized Feedback, Prague, 23rd September 2013.
S. 1-8