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José Vicente Egas López; Busa-Fekete Róbert; Gosztolya Gábor:
On the Use of Ensemble X-Vector Embeddings for Improved Sleepiness Detection.
In:
Speech and Computer.
Springer, Cham, pp. 178-187.
(2022)
ISBN 9783031209796; 9783031209802
Gosztolya Gábor; Busa-Fekete Róbert:
Ensemble Bag-of-Audio-Words Representation Improves Paralinguistic Classification Accuracy.
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 29.
pp. 477-488.
ISSN 2329-9290
(2021)
Gosztolya Gábor; Busa-Fekete Róbert:
Calibrating AdaBoost for phoneme classification.
SOFT COMPUTING, 23 (1).
pp. 115-128.
ISSN 1432-7643
(2019)
Gosztolya Gábor; Busa-Fekete Róbert:
Posterior Calibration for Multi-Class Paralinguistic Classification.
In:
IEEE SLT 2018.
IEEE, pp. 119-125.
(2018)
ISBN 978-1-5386-4334-1
Gosztolya Gábor; Busa-Fekete Róbert; Grósz Tamás; Tóth László:
DNN-based feature extraction and classifier combination for child-directed speech, cold and snoring identification.
In:
18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017.
International Speech Communication Association (ISCA), [s. l.] - Nemzetközi, pp. 3522-3526.
(2017)
Gosztolya Gábor; Grósz Tamás; Busa-Fekete Róbert; Tóth László:
Determining native language and deception using phonetic features and classifier combination.
In: 17th Annual Conference of the International Speech Communication Association, INTERSPEECH 2016, 2016. szeptember 08-12., San Francisco, Amerikai Egyesült Államok.
pp. 2418-2422.
Grósz Tamás; Busa-Fekete Róbert; Gosztolya Gábor; Tóth László:
Assessing the Degree of Nativeness and Parkinson's Condition Using Gaussian Processes and Deep Rectifier Neural Networks.
In: 16th Annual Conference of the International Speech Communication Association, 2015.09.06-2015.09.10., Drezda, Németország.
pp. 919-923.
Busa-Fekete Róbert; Szörényi Balázs; Dembczyński Krzysztof; Hüllermeier Eyke:
Online F-Measure Optimization.
In: Advances in Neural Information Processing Systems 28, 2015.12.07-2015.12.12., Montreal, Kanada.
pp. 595-603.
Szörényi Balázs; Busa-Fekete Róbert; Paul Adil; Hüllermeier Eyke:
Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach.
In: Advances in Neural Information Processing Systems 28, 2015.12.07-2015.12.12., Montreal, Kanada.
pp. 604-613.
Szörényi Balázs; Busa-Fekete Róbert; Weng Paul; Hüllermeier Eyke:
Qualitative Multi-Armed Bandits: A Quantile-Based Approach.
Journal of Machine Learning Research Workshop and Conference Proceedings, 37.
Azonosító: szorenyi15.pdf-Terjedelem: 15.
ISSN 1938-7228
(2015)
Gosztolya Gábor; Grósz Tamás; Busa-Fekete Róbert; Tóth László:
Detecting the intensity of cognitive and physical load using AdaBoost and deep rectifier neural networks.
In:
INTERSPEECH 2014 : Celebrating the Diversity of Spoken Languages: 15th Annual Conference of the International Speech Communication Association. Singapore, Szingapúr, 2014.09.14-2014.09.18.
International Speech and Communication Association, Singapore, pp. 452-456.
(2014)
ISBN ISSN: 2308457X
Lázár Viktória; Nagy István; Spohn Réka; Csörgő Bálint; Györkei Ádám; Nyerges Ákos; Horváth Balázs; Vörös Andrea; Busa-Fekete Róbert; Hrtyan Mónika; Bogos Balázs; Méhi Orsolya; Fekete Gergely; Szappanos Balázs; Kégl Balázs; Papp Balázs; Pál Csaba:
Genome-wide analysis captures the determinants of the antibiotic cross-resistance interaction network.
Nature Communications, 5.
Terjedelem: 12 p.-Azonosító: 4352.
ISSN 2041-1723
(2014)
Busa-Fekete Róbert; Szörényi Balázs; Hüllermeier Eyke:
PAC rank elicitation through adaptive sampling of stochastic pairwise preferences.
In:
28th AAAI Conference on Artificial Intelligence, 26th Innovative Applications of Artificial Intelligence Conference and the 5th Symposium on Educational Advances in Artificial Intelligence. Quebec, Kanada, 2014.07.27-2014.07.31.
Proceedings of the National Conference on Artificial Intelligence
(3).
AAAI Press, Quebec, pp. 1701-1707.
(2014)
ISBN 978-157735679-0
Busa-Fekete Róbert; Szörényi Balázs; Weng Paul; Cheng Weiwei; Hüllermeier Eyke:
Preference-Based reinforcement learning: Evolutionary direct policy search using a Preference-Based racing algorithm.
Machine Learning, 97 (3).
pp. 327-351.
ISSN 0885-6125
(2014)
Busa-Fekete Róbert; Hüllermeier Eyke; Szörényi Balázs:
Preference-based rank elicitation using statistical models: the case of mallows.
In:
31st International Conference on Machine Learning, ICML 2014. Beijing, Kína, 2014.06.21-2014.06.26.
31st International Conference on Machine Learning
(2).
International Machine Learning Society (IMLS), China, pp. 1071-1079.
(2014)
ISBN 9781634393973
Busa-Fekete Róbert; Hüllermeier Eyke:
A survey of Preference-Based online learning with bandit algorithms.
Lecture Notes in Computer Science, 8776.
pp. 18-39.
ISSN 0302-9743
(2014)
Lázár Viktória; Pal Singh Gajinder; Spohn Réka; Nagypál István; Horváth Balázs; Hrtyan Mónika; Busa-Fekete Róbert; Bogos Balázs; Méhi Orsolya Katinka; Csörgő Bálint; Pósfai György; Fekete Gergely; Szappanos Balázs; Kégl Balázs; Papp Balázs; Pál Csaba:
Bacterial evolution of antibiotic hypersensitivity.
Molecular Systems Biology, 9.
Azonosító: 700-Terjedelem: 12 p..
ISSN 1744-4292
(2013)
Reiz Beáta; Busa-Fekete Róbert; Pongor Sándor; Kovács Ilona:
Closure enhancement in a model network with orientation tuned long-range connectivity.
Learning & Perception , 5 (Suppl. 2.).
pp. 119-148.
ISSN 1789-3186
(2013)
Gosztolya Gábor; Busa-Fekete Róbert; Tóth László:
Detecting autism, emotions and social signals using AdaBoost.
In: 14th Annual Conference of the International Speech Communication Association.
pp. 220-224.
Szörényi Balázs; Busa-Fekete Róbert; Hegedűs István; Ormándi Róbert; Jelasity Márk; Kégl Balázs:
Gossip-based distributed stochastic bandit algorithms.
In: 30th International Conference on Machine Learning.
pp. 1056-1064.
Weng Paul; Busa-Fekete Róbert; Hüllermeier Eyke:
Interactive Q-learning with ordinal rewards and unreliable tutor.
In: ECML Workshop on Reinforcement Learning with Generalized Feedback: Beyond Numeric Rewards.
Szarvas György; Busa-Fekete Róbert; Hüllermeier Eyke:
Learning to rank lexical substitutions.
In: Conference on Empirical Methods in Natural Language Processing (EMNLP).
pp. 1926-1932.
Busa-Fekete Róbert; Szörényi Balázs; Weng Paul; Cheng Weiwei; Hüllermeier Eyke:
Top-k selection based on adaptive sampling of noisy preferences.
PROCEEDINGS OF MACHINE LEARNING RESEARCH, 28 (3).
pp. 1094-1102.
ISSN 2640-3498
(2013)
Busa-Fekete Róbert; Kégl Balázs; Éltető Tamás; Szarvas György:
Tune and mix: learning to rank using ensembles of calibrated multi-class classifiers.
Machine Learning, 93 (2-3).
pp. 261-292.
ISSN 0885-6125
(2013)
Hegedűs István; Busa-Fekete Róbert; Ormándi Róbert; Jelasity Márk; Kégl Balázs:
Peer-to-Peer Multi-Class Boosting.
In:
Euro-Par 2012 Parallel Processing : 18th International Conference, Euro-Par 2012, Rhodes Island, Greece, August 27-31, 2012. Proceedings.
Springer, pp. 389-400.
(2012)
Kocsor András; Busa-Fekete Róbert; Bánhalmi András:
Whitening-based feature space transformations in a speech impediment therapy system.
Lecture Notes in Computer Science, 4629.
pp. 222-229.
ISSN 0302-9743
(2007)