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Balazs Szorenyi
Balazs Szorenyi
Sr Research Scientist at Yahoo Research
yahooinc.com의 이메일 확인됨 - 홈페이지
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Finite sample analyses for TD (0) with function approximation
G Dalal, B Szörényi, G Thoppe, S Mannor
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
1782018
Distributed clustering of linear bandits in peer to peer networks
N Korda, B Szörényi, S Li
Journal of Machine Learning Research Workshop and Conference Proceedings 48 …, 2016
1742016
Finite sample analysis of two-timescale stochastic approximation with applications to reinforcement learning
G Dalal, G Thoppe, B Szörényi, S Mannor
Conference On Learning Theory, 1199-1233, 2018
1182018
Gossip-based distributed stochastic bandit algorithms
B Szorenyi, R Busa-Fekete, I Hegedus, R Ormándi, M Jelasity, B Kégl
International conference on machine learning, 19-27, 2013
1182013
Online rank elicitation for plackett-luce: A dueling bandits approach
B Szörényi, R Busa-Fekete, A Paul, E Hüllermeier
Advances in neural information processing systems 28, 2015
972015
Top-k selection based on adaptive sampling of noisy preferences
R Busa-Fekete, B Szorenyi, W Cheng, P Weng, E Hüllermeier
International Conference on Machine Learning, 1094-1102, 2013
902013
Preference-based rank elicitation using statistical models: The case of mallows
R Busa-Fekete, E Hüllermeier, B Szörényi
International conference on machine learning, 1071-1079, 2014
782014
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm
R Busa-Fekete, B Szörényi, P Weng, W Cheng, E Hüllermeier
Machine learning 97, 327-351, 2014
662014
Qualitative multi-armed bandits: A quantile-based approach
B Szorenyi, R Busa-Fekete, P Weng, E Hüllermeier
International Conference on Machine Learning, 1660-1668, 2015
542015
Characterizing statistical query learning: simplified notions and proofs
B Szörényi
International Conference on Algorithmic Learning Theory, 186-200, 2009
522009
A tale of two-timescale reinforcement learning with the tightest finite-time bound
G Dalal, B Szorenyi, G Thoppe
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3701-3708, 2020
502020
Horn Complements: Towards Horn-to-Horn Belief Revision.
M Langlois, RH Sloan, B Szörényi, G Turán
AAAI, 466-471, 2008
462008
Online f-measure optimization
R Busa-Fekete, B Szörényi, K Dembczynski, E Hüllermeier
Advances in Neural Information Processing Systems 28, 2015
442015
Multi-objective bandits: Optimizing the generalized gini index
R Busa-Fekete, B Szörényi, P Weng, S Mannor
International Conference on Machine Learning, 625-634, 2017
422017
Theory revision with queries: Horn, read-once, and parity formulas
J Goldsmith, RH Sloan, B Szörényi, G Turán
Artificial Intelligence 156 (2), 139-176, 2004
31*2004
PAC rank elicitation through adaptive sampling of stochastic pairwise preferences
R Busa-Fekete, B Szörényi, E Hüllermeier
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
292014
Optimistic planning in Markov decision processes using a generative model
B Szörényi, G Kedenburg, R Munos
Advances in Neural Information Processing Systems 27, 2014
282014
Optimal learning of mallows block model
R Busa-Fekete, D Fotakis, B Szörényi, M Zampetakis
Conference on learning theory, 529-532, 2019
242019
On k-Term DNF with the Largest Number of Prime Implicants
RH Sloan, B Szörényi, G Turán
SIAM Journal on Discrete Mathematics 21 (4), 987-998, 2008
242008
PAC Bandits with Risk Constraints.
Y David, B Szörényi, M Ghavamzadeh, S Mannor, N Shimkin
ISAIM, 2018
222018
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