P. Cribier‑Delande, R. Puget, V. Guigue, L. Denoyer : “Time Series Prediction using Disentangled Latent Factors”, ESANN 2020 - 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium (2020)
2019
E. Delasalles, S. Lamprier, L. Denoyer : “Dynamic Neural Language Models”, ICONIP 2019 - 26th International Conference on Neural Information Processing, vol. 11955, Lecture Notes in Computer Science, Sydney, Australia, pp. 282-294 (2019)
M. Chen, Th. Artières, L. Denoyer : “Unsupervised Object Segmentation by Redrawing”, Advances in Neural Information Processing Systems 32 (NIPS 2019), Vancouver, Canada, pp. 12705-12716, (Curran Associates, Inc.) (2019)
M. Chen, L. Denoyer : “Multi-view Generative Adversarial Networks”, ECML PKDD 2017, vol. 10535, ECML PKDD 2017: Machine Learning and Knowledge Discovery in Databases, Skopje, North Macedonia, pp. 175-188 (2017)
Th. Gerald, N. Baskiotis, L. Denoyer : “Binary Stochastic Representations for Large Multi-class Classification”, Neural Information Processing, vol. 10634, Lecture Notes in Computer Science, Guangzhou, China, pp. 155-165, (Springer International Publishing), (ISBN: 978-3-319-70086-1) (2017)
G. Contardo, L. Denoyer, Th. Artières : “A Meta-Learning Approach to One-Step Active-Learning”, International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms, vol. 1998, CEUR Workshop Proceedings, Skopje, North Macedonia, pp. 28-40, (CEUR) (2017)
2016
Th. Artières, G. Contardo, L. Denoyer : “Recurrent Neural Networks for Adaptive Feature Acquisition”, 23rd International Conference on Neural Information Processing (ICONIP 2016), vol. 9949, Lecture Notes in Computer Science, Kyoto, Japan, pp. 591-599, (Springer) (2016)
A. Léon, L. Denoyer : “Policy-gradient methods for Decision Trees”, ESANN - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Unknown, Belgium (2016)
L. Denoyer, P. Gallinari : “Deep Sequential Neural Network”, Deep Learning and Representation Learning Workshop, NIPS 2014, Montreal, Canada (2014)
M. Maag, L. Denoyer, P. Gallinari : “Graph Anonymization using Machine Learning”, 2014 IEEE 28th International Conference on Advanced Information Networking and Applications, Victoria, Canada, pp. 1111-1118 (2014)
G. Contardo, L. Denoyer, Th. Artières, P. Gallinari : “Learning States Representations in POMDP”, International Conference on Learning Representations, ICLR 2014, Banff, Canada (2014)
C. Lagnier, S. Bourigault, S. Lamprier, L. Denoyer, P. Gallinari : “Learning Information Spread in Content Networks”, ICLR 2014 - International Conference on Learning Representations, CoRR, Banff, Canada, pp. abs/1312.6169 (2014)
Sh. Gao, L. Denoyer, P. Gallinari, J. Guo : “Latent factor blockmodel for modelling relational data”, 35th European Conference on IR Research, ECIR 2013, vol. 7814, Lecture Notes in Computer Science, Moscou, Russian Federation, pp. 447-458, (Springer) (2013)
Sh. Gao, L. Denoyer, P. Gallinari : “Link Prediction via Latent Factor Blockmodel”, WWW'12 - The 21st International Conference on World Wide Web, Lyon, France, pp. 507-508, (ACM) (2012)
G. Dulac‑Arnold, L. Denoyer, Ph. Preux, P. Gallinari : “Datum-wise classification. A sequential Approach to sparsity”, ECML PKDD 2011 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, vol. 6911, Lecture Notes in Computer Science, Athens, Greece, pp. 375-390, (Springer) (2011)
G. Dulac‑Arnold, L. Denoyer, P. Gallinari : “Text Classification: A Sequential Reading Approach”, 33rd European Conference on Information Retrieval (ECIR 2011), vol. 6611, Lecture Notes in Computer Science, Dublin, Ireland, pp. 411-423, (Springer Berlin / Heidelberg) (2011)
Th. Beckers, P. Bellot, G. Demartini, L. Denoyer, Christopher M. De Vries, A. Doucet, Kh. Fachry, N. Fuhr, P. Gallinari, Sh. Geva, W.‑Ch. Huang, T. Iofciu, J. Kamps, G. Kazai, M. Koolen, S. Kutty, M. Landoni, M. Lehtonen, V. Moriceau, R. Nayak, R. Nordlie, N. Pharo, E. Sanjuan, R. Schenkel, X. Tannier, M. Theobald, James A. Thom, A. Trotman, Arjen P. De Vries : “Report on INEX 2009”, Sigir Forum, vol. 44 (1), pp. 38-57, (Association for Computing Machinery (ACM)) (2010)
G. Demartin, L. Denoyer, A. Douce, Kh. Fachry, P. Gallinari, Sh. Gev, W.‑Ch. Huang, T. Iofciu, J. Kamps, G. Kazai, M. Koolen, M. Landoni, R. Nordlie, N. Pharo, R. Schenkel, M. Theobald, A. Trotman, Arjen P. De Vries, A. Woodley, J. Zhu : “Report on INEX 2008”, Sigir Forum, vol. 43 (1), pp. 17-36, (Association for Computing Machinery (ACM)) (2009)
C. Castillo, K. Chellapilla, L. Denoyer : “Web spam challenge 2008”, 4th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb), Beijing, China (2008)
G. Wisniewski, F. Maes, L. Denoyer, P. Gallinari : “Probabilistic Model for Structured Document Mapping”, 5th International Conference on Machine Learning and Data Mining for Pattern Recognition (MLDM'07'), vol. 4571, Lecture Notes in Computer Science, Leizig, Germany, pp. 854-867, (Springer) (2007)
A. Meyers, N. Ide, L. Denoyer, Y. Shinyama : “Shared Corpora Working Group Report”, The LAW, Linguistic Annotation Workshop, Prague, Czechia, pp. 184-190, (Association for Computational Linguistics) (2007)
C. Castillo, B. Davison, L. Denoyer, P. Gallinari : “Web spam challenge track ii”, ECML/PKDD Graph Labelling Workshop, Warsaw, Poland (2007)
L. Denoyer, P. Gallinari : “The Wikipedia XML Corpus”, Advances in XML Information Retrieval and Evaluation: Fifth Workshop of the INitiative for the Evaluation of XML Retrieval (INEX'06), vol. 4518, Lecture Notes in Computer Science, Dagstuhl, Germany, pp. 12-19 (2007)
L. Candillier, L. Denoyer, P. Gallinari, M.‑Ch. Rousset, A. Termier, A.‑M. Vercoustre : “Mining XML Documents”, chapitre de Data Mining Patterns: New Methods and Applications, pp. 198-219, (Information Science Reference) (2007)
F. Maes, L. Denoyer, P. Gallinari : “XML Structure Mapping, Application to the PASCAL/INEX 2006 XML Document Mining Track”, Advances in XML Information Retrieval and Evaluation: Fifth Workshop of the INitiative for the Evaluation of XML Retrieval (INEX'06), vol. 4518, Lecture Notes in Computer Science, Dagstuhl, Germany, pp. 540-551, (Springer) (2006)
L. Denoyer, P. Gallinari : “The XML Wikipedia Corpus”, Sigir Forum, vol. 40 (1), pp. 64-69, (Association for Computing Machinery (ACM)) (2006)
L. Denoyer, P. Gallinari : “Semi Structured Document Classification”, chapter in Encyclopedia Of Data Warehousing And Mining, (Information Science), (ISBN: 9781591405573) (2004)
L. Denoyer, J.‑N. Vittaut, P. Gallinari, S. Brunessaux, S. Brunessaux : “Structured Multimedia Document Classification”, ACM Document Engeneering, Grenoble, France, pp. 153-160, (ACM) (2003)