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On the Computational Complexity of MapReduceDISC 2015, Toshimitsu Masuzawa; Koichi Wada, Oct 2015, Tokyo, Japan. ⟨10.1007/978-3-662-48653-5_1⟩
Conference papers
hal-01199793v1
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Preference-Based Rank Elicitation using Statistical Models: The Case of MallowsProceedings of The 31st International Conference on Machine Learning, Jun 2014, Beijing, China
Conference papers
hal-01079369v1
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Biclique Coverings, Rectifier Networks and the Cost of ε-Removal16th International Workshop on Descriptional Complexity of Formal Systems, Proceedings, Aug 2014, Turku, Finland. pp.174 - 185, ⟨10.1007/978-3-319-09704-6_16⟩
Conference papers
hal-01079368v1
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Random Horn formulas and propagation connectivity for directed hypergraphsDiscrete Mathematics and Theoretical Computer Science, 2012, Vol. 14 no. 2 (2), pp.29--35. ⟨10.46298/dmtcs.578⟩
Journal articles
hal-00990587v1
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Qualitative Multi-Armed Bandits: A Quantile-Based Approach32nd International Conference on Machine Learning, Jul 2015, Lille, France. pp.1660-1668
Conference papers
hal-01204708v1
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Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithmMachine Learning, 2014, 97 (3), pp.327-351. ⟨10.1007/s10994-014-5458-8⟩
Journal articles
hal-01079370v1
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An apple-to-apple comparison of Learning-to-rank algorithms in terms of Normalized Discounted Cumulative GainECAI 2012 - 20th European Conference on Artificial Intelligence : Preference Learning: Problems and Applications in AI Workshop, Aug 2012, Montpellier, France
Conference papers
in2p3-00726760v1
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PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences28th AAAI Conference on Artificial Intelligence (AAAI-14), Jul 2014, Quebec City, Canada
Conference papers
hal-01079283v1
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Tune and mix: learning to rank using ensembles of calibrated multi-class classifiersMachine Learning, 2013, 93 (2-3), pp.261-292. ⟨10.1007/s10994-013-5360-9⟩
Journal articles
in2p3-00869803v1
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Peer-to-peer multi-class boostingEuro-Par 2012 - 18th International European Conference on Parallel and Distributed Computing, Aug 2012, Rhodes Island, Greece. pp.389-400, ⟨10.1007/978-3-642-32820-6_39⟩
Conference papers
in2p3-00726735v1
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