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hal-01673025v4  Conference papers
Louis JachietPierre GenevèsNils GesbertNabil Layaïda. On the Optimization of Recursive Relational Queries: Application to Graph Queries
SIGMOD 2020 - ACM International Conference on Management of Data, Jun 2020, Portland, United States. pp.1-23
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hal-02420827v1  Conference papers
Nathan de LaraThomas Bonald. SPECTRAL EMBEDDING OF REGULARIZED BLOCK MODELS
ICLR, 2020, Addis Abeba, Ethiopia
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hal-01551694v3  Journal articles
Laure CoutinLaurent Decreusefond. Stein's method for rough paths
Potential Analysis, Springer Verlag, 2020
hal-02460408v1  Book sections
Heitor Murilo GomesAlbert BifetPhilippe Fournier-VigerJones GranatyrJesse Read. Network of Experts: Learning from Evolving Data Streams Through Network-Based Ensembles
International Conference on Neural Information Processing ICONIP 2019: Neural Information Processing, pp.704-716, 2019, ⟨10.1007/978-3-030-36708-4_58⟩
hal-02338336v1  Conference papers
Andy ShihGuy van Den BroeckPaul BeameAntoine Amarilli. Smoothing Structured Decomposable Circuits
NeurIPS 2019, Dec 2019, Vancouver, Canada
hal-02460393v1  Journal articles
Heitor Murilo GomesJesse ReadAlbert BifetJean Paul BarddalJoão Gama. Machine learning for streaming data
ACM SIGKDD Explorations Newsletter (ACM Digital Library), Association for Computing Machinery (ACM), 2019, 21 (2), pp.6-22. ⟨10.1145/3373464.3373470⟩
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hal-02307999v1  Journal articles
Michael BenediktPierre BourhisGeorg GottlobPierre Senellart. Monadic Datalog, Tree Validity, and Limited Access Containment
ACM Transactions on Computational Logic, Association for Computing Machinery, 2019, 21 (1), pp.6:1-6:45. ⟨10.1145/3344514⟩
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hal-02293688v1  Conference papers
Pierre Senellart. Provenance in Databases: Principles and Applications
RW 2019 : Reasoning Web Summer School, Sep 2019, Bolzano, Italy. pp.104-109, ⟨10.1007/978-3-030-31423-1_3⟩
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hal-02195539v1  Conference papers
Debabrota BasuPierre SenellartStéphane Bressan. BelMan: An Information-Geometric Approach to Stochastic Bandits
ECML/PKDD - The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2019, Würzburg, Germany
hal-02449644v1  Conference papers
Arles RodríguezNathaly BotinaJonatan GómezMarius PolJean-Louis Dessalles et al.  Explanatory AI for Pertinent Communication in Autonomic Systems
Intelligent Systems and Applications, Sep 2019, Londres, United Kingdom. pp.212-227, ⟨10.1007/978-3-030-29516-5_16⟩
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hal-01565240v3  Journal articles
Laurent DecreusefondHélène Halconruy. Malliavin and Dirichlet structures for independent random variables
Stochastic Processes and their Applications, Elsevier, 2019, 129 (8), pp.2611-2653. ⟨10.1016/j.spa.2018.07.019⟩
hal-02339524v1  Conference papers
Luis Eduardo Boiko FerreiraHeitor Murilo GomesAlbert BifetLuiz Oliveira. Adaptive Random Forests with Resampling for Imbalanced data Streams
2019 International Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, France. pp.1-6, ⟨10.1109/IJCNN.2019.8852027⟩
hal-02339567v1  Conference papers
Riccardo TommasiniRobin KeskisärkkäJean-Paul CalbimonteEva BlomqvistEmanuele Della Valle et al.  Continuous Analytics of Web Streams
Companion The 2019 World Wide Web Conference, May 2019, San Francisco, United States. pp.1323-1325, ⟨10.1145/3308560.3320088⟩
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hal-02339557v1  Conference papers
Mostafa Haghir ChehreghaniTalel AbdessalemAlbert Bifet. Metropolis-Hastings Algorithms for Estimating Betweenness Centrality Talel Abdessalem
22nd International Conference on Extending Database Technology EDBT 2019, Mar 2019, Lisbon, Portugal. ⟨10.5441/002/edbt.2019.87⟩
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hal-02087763v1  Conference papers
Silviu ManiuPierre SenellartSuraj Jog. An Experimental Study of the Treewidth of Real-World Graph Data
ICDT 2019 – 22nd International Conference on Database Theory, Mar 2019, Lisbon, Portugal. pp.18, ⟨10.4230/LIPIcs.ICDT.2019.12⟩