BibTeX records: François Laviolette

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@article{DBLP:journals/dm/DesharnaisLMP23,
  author       = {Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette and
                  H{\'{e}}li Marcoux and
                  Norbert Polat},
  title        = {A cop-winning strategy on strongly cop-win graphs},
  journal      = {Discret. Math.},
  volume       = {346},
  number       = {8},
  pages        = {113419},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.disc.2023.113419},
  doi          = {10.1016/J.DISC.2023.113419},
  timestamp    = {Thu, 15 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dm/DesharnaisLMP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/Fortier-DuboisL23,
  author       = {Louis Fortier{-}Dubois and
                  Benjamin Leblanc and
                  Ga{\"{e}}l Letarte and
                  Fran{\c{c}}ois Laviolette and
                  Pascal Germain},
  editor       = {Am{\'{\i}}lcar Soares and
                  Farhana H. Zulkernine and
                  Renata Dividino and
                  Reihaneh Rabbany and
                  Qiang Ye and
                  David Beach and
                  Karim Ali},
  title        = {PAC-Bayesian Learning of Aggregated Binary Activated Neural Networks
                  with Probabilities over Representations},
  booktitle    = {36th Canadian Conference on Artificial Intelligence, Canadian AI,
                  {CANAI} 2023, Montreal, Canada, June 5-9, 2023, Proceedings},
  publisher    = {Canadian Artificial Intelligence Association},
  year         = {2023},
  url          = {https://doi.org/10.21428/594757db.4cec07db},
  doi          = {10.21428/594757DB.4CEC07DB},
  timestamp    = {Tue, 08 Aug 2023 15:57:21 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/Fortier-DuboisL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/OsseniTLC23,
  author       = {Mazid Abiodoun Osseni and
                  Prudencio Tossou and
                  Fran{\c{c}}ois Laviolette and
                  Jacques Corbeil},
  editor       = {Hesham Ali and
                  Ning Deng and
                  Ana L. N. Fred and
                  Hugo Gamboa},
  title        = {{MOT:} {A} Multi-Omics Transformer for Multiclass Classification Tumour
                  Types Predictions},
  booktitle    = {Proceedings of the 16th International Joint Conference on Biomedical
                  Engineering Systems and Technologies, {BIOSTEC} 2023, Volume 3: BIOINFORMATICS,
                  Lisbon, Portugal, February 16-18, 2023},
  pages        = {252--261},
  publisher    = {{SCITEPRESS}},
  year         = {2023},
  url          = {https://doi.org/10.5220/0011780100003414},
  doi          = {10.5220/0011780100003414},
  timestamp    = {Thu, 23 Mar 2023 11:48:17 +0100},
  biburl       = {https://dblp.org/rec/conf/biostec/OsseniTLC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ase/TambonLANMPKAML22,
  author       = {Florian Tambon and
                  Gabriel Laberge and
                  Le An and
                  Amin Nikanjam and
                  Paulina Stevia Nouwou Mindom and
                  Yann Pequignot and
                  Foutse Khomh and
                  Giulio Antoniol and
                  Ettore Merlo and
                  Fran{\c{c}}ois Laviolette},
  title        = {How to certify machine learning based safety-critical systems? {A}
                  systematic literature review},
  journal      = {Autom. Softw. Eng.},
  volume       = {29},
  number       = {2},
  pages        = {38},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10515-022-00337-x},
  doi          = {10.1007/S10515-022-00337-X},
  timestamp    = {Wed, 18 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ase/TambonLANMPKAML22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BenielliBKHCKL22,
  author       = {Dominique Benielli and
                  Baptiste Bauvin and
                  Sokol Ko{\c{c}}o and
                  Riikka Huusari and
                  C{\'{e}}cile Capponi and
                  Hachem Kadri and
                  Fran{\c{c}}ois Laviolette},
  title        = {Toolbox for Multimodal Learn (scikit-multimodallearn)},
  journal      = {J. Mach. Learn. Res.},
  volume       = {23},
  pages        = {51:1--51:7},
  year         = {2022},
  url          = {http://jmlr.org/papers/v23/21-0791.html},
  timestamp    = {Wed, 16 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BenielliBKHCKL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/KpanouOTLC21,
  author       = {Rogia Kpanou and
                  Mazid Abiodoun Osseni and
                  Prudencio Tossou and
                  Fran{\c{c}}ois Laviolette and
                  Jacques Corbeil},
  title        = {On the robustness of generalization of drug-drug interaction models},
  journal      = {{BMC} Bioinform.},
  volume       = {22},
  number       = {1},
  pages        = {477},
  year         = {2021},
  url          = {https://doi.org/10.1186/s12859-021-04398-9},
  doi          = {10.1186/S12859-021-04398-9},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcbi/KpanouOTLC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/SiroisKDDBCTBDG21,
  author       = {Caroline Sirois and
                  Richard Khoury and
                  Audrey Durand and
                  Pierre{-}Luc D{\'{e}}ziel and
                  Olga Bukhtiyarova and
                  Yohann Chiu and
                  Denis Talbot and
                  Alexandre Bureau and
                  Philippe Despr{\'{e}}s and
                  Christian Gagn{\'{e}} and
                  Fran{\c{c}}ois Laviolette and
                  Anne{-}Marie Savard and
                  Jacques Corbeil and
                  Thierry Badard and
                  Sonia Jean and
                  Marc Simard},
  title        = {Exploring polypharmacy with artificial intelligence: data analysis
                  protocol},
  journal      = {{BMC} Medical Informatics Decis. Mak.},
  volume       = {21},
  number       = {1},
  pages        = {219},
  year         = {2021},
  url          = {https://doi.org/10.1186/s12911-021-01583-x},
  doi          = {10.1186/S12911-021-01583-X},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/midm/SiroisKDDBCTBDG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/SimardDL21,
  author       = {Fr{\'{e}}d{\'{e}}ric Simard and
                  Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette},
  title        = {General Cops and Robbers games with randomness},
  journal      = {Theor. Comput. Sci.},
  volume       = {887},
  pages        = {30--50},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.tcs.2021.06.043},
  doi          = {10.1016/J.TCS.2021.06.043},
  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcs/SimardDL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/OsseniTCL21,
  author       = {Mazid Abiodoun Osseni and
                  Prudencio Tossou and
                  Jacques Corbeil and
                  Fran{\c{c}}ois Laviolette},
  editor       = {Ronny Lorenz and
                  Ana L. N. Fred and
                  Hugo Gamboa},
  title        = {Applying PySCMGroup to Breast Cancer Biomarkers Discovery},
  booktitle    = {Proceedings of the 14th International Joint Conference on Biomedical
                  Engineering Systems and Technologies, {BIOSTEC} 2021, Volume 3: BIOINFORMATICS,
                  Online Streaming, February 11-13, 2021},
  pages        = {72--82},
  publisher    = {{SCITEPRESS}},
  year         = {2021},
  url          = {https://doi.org/10.5220/0010375500720082},
  doi          = {10.5220/0010375500720082},
  timestamp    = {Tue, 06 Jun 2023 14:58:00 +0200},
  biburl       = {https://dblp.org/rec/conf/biostec/OsseniTCL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cist/YassineBLL21,
  author       = {Marouane Yassine and
                  David Beauchemin and
                  Fran{\c{c}}ois Laviolette and
                  Luc Lamontagne},
  editor       = {Mohammed El Mohajir and
                  Mohammed El Achhab and
                  Badr Eddine El Mohajir and
                  Ismail Jellouli},
  title        = {Leveraging Subword Embeddings for Multinational Address Parsing},
  booktitle    = {6th {IEEE} Congress on Information Science and Technology, CiSt 2020,
                  Agadir - Essaouira, Morocco, June 5-12, 2021},
  pages        = {353--360},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/CiSt49399.2021.9357170},
  doi          = {10.1109/CIST49399.2021.9357170},
  timestamp    = {Mon, 12 Apr 2021 10:37:32 +0200},
  biburl       = {https://dblp.org/rec/conf/cist/YassineBLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-12045,
  author       = {Florian Tambon and
                  Gabriel Laberge and
                  Le An and
                  Amin Nikanjam and
                  Paulina Stevia Nouwou Mindom and
                  Yann Pequignot and
                  Foutse Khomh and
                  Giulio Antoniol and
                  Ettore Merlo and
                  Fran{\c{c}}ois Laviolette},
  title        = {How to Certify Machine Learning Based Safety-critical Systems? {A}
                  Systematic Literature Review},
  journal      = {CoRR},
  volume       = {abs/2107.12045},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.12045},
  eprinttype    = {arXiv},
  eprint       = {2107.12045},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-12045.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15137,
  author       = {Louis Fortier{-}Dubois and
                  Ga{\"{e}}l Letarte and
                  Benjamin Leblanc and
                  Fran{\c{c}}ois Laviolette and
                  Pascal Germain},
  title        = {Learning Aggregations of Binary Activated Neural Networks with Probabilities
                  over Representations},
  journal      = {CoRR},
  volume       = {abs/2110.15137},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.15137},
  eprinttype    = {arXiv},
  eprint       = {2110.15137},
  timestamp    = {Tue, 02 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-15137.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04008,
  author       = {Marouane Yassine and
                  David Beauchemin and
                  Fran{\c{c}}ois Laviolette and
                  Luc Lamontagne},
  title        = {Multinational Address Parsing: {A} Zero-Shot Evaluation},
  journal      = {CoRR},
  volume       = {abs/2112.04008},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.04008},
  eprinttype    = {arXiv},
  eprint       = {2112.04008},
  timestamp    = {Mon, 13 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-04008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AllardGPGSLG20,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Gabriel Gagnon{-}Turcotte and
                  Angkoon Phinyomark and
                  Kyrre Glette and
                  Erik J. Scheme and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based
                  Gesture Recognition},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {177941--177955},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.3027497},
  doi          = {10.1109/ACCESS.2020.3027497},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/AllardGPGSLG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GermainHLM20,
  author       = {Pascal Germain and
                  Amaury Habrard and
                  Fran{\c{c}}ois Laviolette and
                  Emilie Morvant},
  title        = {PAC-Bayes and domain adaptation},
  journal      = {Neurocomputing},
  volume       = {379},
  pages        = {379--397},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.neucom.2019.10.105},
  doi          = {10.1016/J.NEUCOM.2019.10.105},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/GermainHLM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BauvinCRL20,
  author       = {Baptiste Bauvin and
                  C{\'{e}}cile Capponi and
                  Jean{-}Francis Roy and
                  Fran{\c{c}}ois Laviolette},
  title        = {Fast greedy \emph{C}-bound minimization with guarantees},
  journal      = {Mach. Learn.},
  volume       = {109},
  number       = {9-10},
  pages        = {1945--1986},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10994-020-05902-7},
  doi          = {10.1007/S10994-020-05902-7},
  timestamp    = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/BauvinCRL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/AhsanDLPB20,
  author       = {Faizy Ahsan and
                  Alexandre Drouin and
                  Fran{\c{c}}ois Laviolette and
                  Doina Precup and
                  Mathieu Blanchette},
  editor       = {Taesung Park and
                  Young{-}Rae Cho and
                  Xiaohua Hu and
                  Illhoi Yoo and
                  Hyun Goo Woo and
                  Jianxin Wang and
                  Julio C. Facelli and
                  Seungyoon Nam and
                  Mingon Kang},
  title        = {Phylogenetic Manifold Regularization: {A} semi-supervised approach
                  to predict transcription factor binding sites},
  booktitle    = {{IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2020, Virtual Event, South Korea, December 16-19, 2020},
  pages        = {62--66},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/BIBM49941.2020.9313437},
  doi          = {10.1109/BIBM49941.2020.9313437},
  timestamp    = {Fri, 09 Apr 2021 17:11:13 +0200},
  biburl       = {https://dblp.org/rec/conf/bibm/AhsanDLPB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DallaireATGHGGL20,
  author       = {Patrick Dallaire and
                  Luca Ambrogioni and
                  Ludovic Trottier and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Max Hinne and
                  Philippe Gigu{\`{e}}re and
                  Marcel van Gerven and
                  Fran{\c{c}}ois Laviolette},
  editor       = {Ryan P. Adams and
                  Vibhav Gogate},
  title        = {The Indian Chefs Process},
  booktitle    = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
  series       = {Proceedings of Machine Learning Research},
  volume       = {124},
  pages        = {600--608},
  publisher    = {{AUAI} Press},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v124/dallaire20a.html},
  timestamp    = {Wed, 16 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/DallaireATGHGGL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10657,
  author       = {Patrick Dallaire and
                  Luca Ambrogioni and
                  Ludovic Trottier and
                  Umut G{\"{u}}{\c{c}}l{\"{u}} and
                  Max Hinne and
                  Philippe Gigu{\`{e}}re and
                  Brahim Chaib{-}draa and
                  Marcel van Gerven and
                  Fran{\c{c}}ois Laviolette},
  title        = {The Indian Chefs Process},
  journal      = {CoRR},
  volume       = {abs/2001.10657},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.10657},
  eprinttype    = {arXiv},
  eprint       = {2001.10657},
  timestamp    = {Thu, 30 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-10657.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11503,
  author       = {Fr{\'{e}}d{\'{e}}ric Simard and
                  Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette},
  title        = {General Cops and Robbers Games with randomness},
  journal      = {CoRR},
  volume       = {abs/2004.11503},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.11503},
  eprinttype    = {arXiv},
  eprint       = {2004.11503},
  timestamp    = {Tue, 28 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-11503.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16152,
  author       = {Marouane Yassine and
                  David Beauchemin and
                  Fran{\c{c}}ois Laviolette and
                  Luc Lamontagne},
  title        = {Leveraging Subword Embeddings for Multinational Address Parsing},
  journal      = {CoRR},
  volume       = {abs/2006.16152},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.16152},
  eprinttype    = {arXiv},
  eprint       = {2006.16152},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-16152.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12995,
  author       = {Yann Pequignot and
                  Mathieu Alain and
                  Patrick Dallaire and
                  Alireza Yeganehparast and
                  Pascal Germain and
                  Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette},
  title        = {Implicit Variational Inference: the Parameter and the Predictor Space},
  journal      = {CoRR},
  volume       = {abs/2010.12995},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.12995},
  eprinttype    = {arXiv},
  eprint       = {2010.12995},
  timestamp    = {Mon, 02 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-12995.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AllardGLG19,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Gabriel Gagnon{-}Turcotte and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {A Low-Cost, Wireless, 3-D-Printed Custom Armband for sEMG Hand Gesture
                  Recognition},
  journal      = {Sensors},
  volume       = {19},
  number       = {12},
  pages        = {2811},
  year         = {2019},
  url          = {https://doi.org/10.3390/s19122811},
  doi          = {10.3390/S19122811},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/AllardGLG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LetarteGGL19,
  author       = {Ga{\"{e}}l Letarte and
                  Pascal Germain and
                  Benjamin Guedj and
                  Fran{\c{c}}ois Laviolette},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural
                  Networks},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {6869--6879},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/7ec3b3cf674f4f1d23e9d30c89426cce-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LetarteGGL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/qest/KoukoDL19,
  author       = {Gildas Kouko and
                  Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette},
  editor       = {David Parker and
                  Verena Wolf},
  title        = {Finite Approximation of LMPs for Exact Verification of Reachability
                  Properties},
  booktitle    = {Quantitative Evaluation of Systems, 16th International Conference,
                  {QEST} 2019, Glasgow, UK, September 10-12, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11785},
  pages        = {70--87},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-30281-8\_5},
  doi          = {10.1007/978-3-030-30281-8\_5},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/qest/KoukoDL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/AllardGPGSLG19,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Gabriel Gagnon{-}Turcotte and
                  Angkoon Phinyomark and
                  Kyrre Glette and
                  Erik J. Scheme and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {Long-term 3DC Dataset},
  publisher    = {{IEEE} DataPort},
  year         = {2019},
  month        = dec,
  howpublished = {\url{https://doi.org/10.21227/f5ne-ya31}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://doi.org/10.21227/f5ne-ya31},
  doi          = {10.21227/F5NE-YA31},
  timestamp    = {Wed, 15 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/data/10/AllardGPGSLG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10259,
  author       = {Ga{\"{e}}l Letarte and
                  Pascal Germain and
                  Benjamin Guedj and
                  Fran{\c{c}}ois Laviolette},
  title        = {Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1905.10259},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.10259},
  eprinttype    = {arXiv},
  eprint       = {1905.10259},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-10259.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12131,
  author       = {Prudencio Tossou and
                  Basile Dura and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Alexandre Lacoste},
  title        = {Adaptive Deep Kernel Learning},
  journal      = {CoRR},
  volume       = {abs/1905.12131},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.12131},
  eprinttype    = {arXiv},
  eprint       = {1905.12131},
  timestamp    = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-12131.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00283,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Evan Campbell and
                  Angkoon Phinyomark and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin and
                  Erik J. Scheme},
  title        = {Interpreting Deep Learning Features for Myoelectric Control: {A} Comparison
                  with Handcrafted Features},
  journal      = {CoRR},
  volume       = {abs/1912.00283},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.00283},
  eprinttype    = {arXiv},
  eprint       = {1912.00283},
  timestamp    = {Tue, 07 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-00283.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09380,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Gabriel Gagnon{-}Turcotte and
                  Angkoon Phinyomark and
                  Kyrre Glette and
                  Erik J. Scheme and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based
                  Gesture Recognition},
  journal      = {CoRR},
  volume       = {abs/1912.09380},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.09380},
  eprinttype    = {arXiv},
  eprint       = {1912.09380},
  timestamp    = {Fri, 03 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-09380.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11037,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Gabriel Gagnon{-}Turcotte and
                  Angkoon Phinyomark and
                  Kyrre Glette and
                  Erik J. Scheme and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based
                  Gesture Recognition},
  journal      = {CoRR},
  volume       = {abs/1912.11037},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.11037},
  eprinttype    = {arXiv},
  eprint       = {1912.11037},
  timestamp    = {Sun, 05 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-11037.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LetartePGL18,
  author       = {Ga{\"{e}}l Letarte and
                  Fr{\'{e}}d{\'{e}}rik Paradis and
                  Philippe Gigu{\`{e}}re and
                  Fran{\c{c}}ois Laviolette},
  editor       = {Tal Linzen and
                  Grzegorz Chrupala and
                  Afra Alishahi},
  title        = {Importance of Self-Attention for Sentiment Analysis},
  booktitle    = {Proceedings of the Workshop: Analyzing and Interpreting Neural Networks
                  for NLP, BlackboxNLP@EMNLP 2018, Brussels, Belgium, November 1, 2018},
  pages        = {267--275},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/w18-5429},
  doi          = {10.18653/V1/W18-5429},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LetartePGL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-07756,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Cheikh Latyr Fall and
                  Alexandre Drouin and
                  Alexandre Campeau{-}Lecours and
                  Cl{\'{e}}ment Gosselin and
                  Kyrre Glette and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {Deep Learning for Electromyographic Hand Gesture Signal Classification
                  by Leveraging Transfer Learning},
  journal      = {CoRR},
  volume       = {abs/1801.07756},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.07756},
  eprinttype    = {arXiv},
  eprint       = {1801.07756},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-07756.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LavioletteMRR17,
  author       = {Fran{\c{c}}ois Laviolette and
                  Emilie Morvant and
                  Liva Ralaivola and
                  Jean{-}Francis Roy},
  title        = {Risk upper bounds for general ensemble methods with an application
                  to multiclass classification},
  journal      = {Neurocomputing},
  volume       = {219},
  pages        = {15--25},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.neucom.2016.09.016},
  doi          = {10.1016/J.NEUCOM.2016.09.016},
  timestamp    = {Thu, 28 Dec 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/LavioletteMRR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/AllardDKLGL17,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Gabriel Dube and
                  Richard Khoury and
                  Luc Lamontagne and
                  Benoit Gosselin and
                  Fran{\c{c}}ois Laviolette},
  title        = {Time Adaptive Dual Particle Swarm Optimization},
  booktitle    = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
                  San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
  pages        = {2534--2543},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/CEC.2017.7969613},
  doi          = {10.1109/CEC.2017.7969613},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/AllardDKLGL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DrouinHL17,
  author       = {Alexandre Drouin and
                  Toby Hocking and
                  Fran{\c{c}}ois Laviolette},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Maximum Margin Interval Trees},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4947--4956},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/2288f691b58edecadcc9a8691762b4fd-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DrouinHL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ro-man/AllardSGLG17,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  David St{-}Onge and
                  Philippe Gigu{\`{e}}re and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {Towards the use of consumer-grade electromyographic armbands for interactive,
                  artistic robotics performances},
  booktitle    = {26th {IEEE} International Symposium on Robot and Human Interactive
                  Communication, {RO-MAN} 2017, Lisbon, Portugal, August 28 - Sept.
                  1, 2017},
  pages        = {1030--1036},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ROMAN.2017.8172430},
  doi          = {10.1109/ROMAN.2017.8172430},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ro-man/AllardSGLG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AllardFCGLG17,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Cheikh Latyr Fall and
                  Alexandre Campeau{-}Lecours and
                  Cl{\'{e}}ment Gosselin and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {Transfer learning for sEMG hand gestures recognition using convolutional
                  neural networks},
  booktitle    = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2017, Banff, AB, Canada, October 5-8, 2017},
  pages        = {1663--1668},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/SMC.2017.8122854},
  doi          = {10.1109/SMC.2017.8122854},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/smc/AllardFCGLG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/acvpr/GaninUAGLLML17,
  author       = {Yaroslav Ganin and
                  Evgeniya Ustinova and
                  Hana Ajakan and
                  Pascal Germain and
                  Hugo Larochelle and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Victor S. Lempitsky},
  editor       = {Gabriela Csurka},
  title        = {Domain-Adversarial Training of Neural Networks},
  booktitle    = {Domain Adaptation in Computer Vision Applications},
  series       = {Advances in Computer Vision and Pattern Recognition},
  pages        = {189--209},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-58347-1\_10},
  doi          = {10.1007/978-3-319-58347-1\_10},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/acvpr/GaninUAGLLML17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-04234,
  author       = {Alexandre Drouin and
                  Toby Dylan Hocking and
                  Fran{\c{c}}ois Laviolette},
  title        = {Maximum Margin Interval Trees},
  journal      = {CoRR},
  volume       = {abs/1710.04234},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.04234},
  eprinttype    = {arXiv},
  eprint       = {1710.04234},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-04234.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GaninUAGLLML16,
  author       = {Yaroslav Ganin and
                  Evgeniya Ustinova and
                  Hana Ajakan and
                  Pascal Germain and
                  Hugo Larochelle and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Victor S. Lempitsky},
  title        = {Domain-Adversarial Training of Neural Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {59:1--59:35},
  year         = {2016},
  url          = {http://jmlr.org/papers/v17/15-239.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GaninUAGLLML16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BeginGLR16,
  author       = {Luc B{\'{e}}gin and
                  Pascal Germain and
                  Fran{\c{c}}ois Laviolette and
                  Jean{-}Francis Roy},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {PAC-Bayesian Bounds based on the R{\'{e}}nyi Divergence},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {435--444},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/begin16.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/BeginGLR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RoyML16,
  author       = {Jean{-}Francis Roy and
                  Mario Marchand and
                  Fran{\c{c}}ois Laviolette},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {A Column Generation Bound Minimization Approach with PAC-Bayesian
                  Generalization Guarantees},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {1241--1249},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/roy16.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/RoyML16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GermainHLM16,
  author       = {Pascal Germain and
                  Amaury Habrard and
                  Fran{\c{c}}ois Laviolette and
                  Emilie Morvant},
  editor       = {Maria{-}Florina Balcan and
                  Kilian Q. Weinberger},
  title        = {A New PAC-Bayesian Perspective on Domain Adaptation},
  booktitle    = {Proceedings of the 33nd International Conference on Machine Learning,
                  {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {48},
  pages        = {859--868},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v48/germain16.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GermainHLM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/AllardNFGGLG16,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Fran{\c{c}}ois Nougarou and
                  Cheikh Latyr Fall and
                  Philippe Gigu{\`{e}}re and
                  Cl{\'{e}}ment Gosselin and
                  Fran{\c{c}}ois Laviolette and
                  Benoit Gosselin},
  title        = {A convolutional neural network for robotic arm guidance using sEMG
                  based frequency-features},
  booktitle    = {2016 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2016, Daejeon, South Korea, October 9-14, 2016},
  pages        = {2464--2470},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/IROS.2016.7759384},
  doi          = {10.1109/IROS.2016.7759384},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iros/AllardNFGGLG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DrouinRSMCL16,
  author       = {Alexandre Drouin and
                  Fr{\'{e}}d{\'{e}}ric Raymond and
                  Ga{\"{e}}l Letarte St{-}Pierre and
                  Mario Marchand and
                  Jacques Corbeil and
                  Fran{\c{c}}ois Laviolette},
  title        = {Large scale modeling of antimicrobial resistance with interpretable
                  classifiers},
  journal      = {CoRR},
  volume       = {abs/1612.01030},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.01030},
  eprinttype    = {arXiv},
  eprint       = {1612.01030},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DrouinRSMCL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GermainLLMR15,
  author       = {Pascal Germain and
                  Alexandre Lacasse and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Jean{-}Francis Roy},
  title        = {Risk bounds for the majority vote: from a PAC-Bayesian analysis to
                  a learning algorithm},
  journal      = {J. Mach. Learn. Res.},
  volume       = {16},
  pages        = {787--860},
  year         = {2015},
  url          = {https://dl.acm.org/doi/10.5555/2789272.2831140},
  doi          = {10.5555/2789272.2831140},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GermainLLMR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GiguereLMTMLBC15,
  author       = {S{\'{e}}bastien Gigu{\`{e}}re and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Denise M. Tremblay and
                  Sylvain Moineau and
                  Xinxia Liang and
                  {\'{E}}ric Biron and
                  Jacques Corbeil},
  title        = {Machine Learning Assisted Design of Highly Active Peptides for Drug
                  Discovery},
  journal      = {PLoS Comput. Biol.},
  volume       = {11},
  number       = {4},
  year         = {2015},
  url          = {https://doi.org/10.1371/journal.pcbi.1004074},
  doi          = {10.1371/JOURNAL.PCBI.1004074},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ploscb/GiguereLMTMLBC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/SimardMQLD15,
  author       = {Fr{\'{e}}d{\'{e}}ric Simard and
                  Michael Morin and
                  Claude{-}Guy Quimper and
                  Fran{\c{c}}ois Laviolette and
                  Jos{\'{e}}e Desharnais},
  editor       = {Gilles Pesant},
  title        = {Bounding an Optimal Search Path with a Game of Cop and Robber on Graphs},
  booktitle    = {Principles and Practice of Constraint Programming - 21st International
                  Conference, {CP} 2015, Cork, Ireland, August 31 - September 4, 2015,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9255},
  pages        = {403--418},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-23219-5\_29},
  doi          = {10.1007/978-3-319-23219-5\_29},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cp/SimardMQLD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/AllardKLBLG15,
  author       = {Ulysse C{\^{o}}t{\'{e}} Allard and
                  Richard Khoury and
                  Luc Lamontagne and
                  Jonathan Bergeron and
                  Fran{\c{c}}ois Laviolette and
                  Alexandre Bergeron Guyard},
  editor       = {Ingrid Russell and
                  William Eberle},
  title        = {Optimizing Question-Answering Systems Using Genetic Algorithms},
  booktitle    = {Proceedings of the Twenty-Eighth International Florida Artificial
                  Intelligence Research Society Conference, {FLAIRS} 2015, Hollywood,
                  Florida, USA, May 18-20, 2015},
  pages        = {32--37},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS15/paper/view/10362},
  timestamp    = {Wed, 26 Oct 2022 08:35:13 +0200},
  biburl       = {https://dblp.org/rec/conf/flairs/AllardKLBLG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiguereRLM15,
  author       = {S{\'{e}}bastien Gigu{\`{e}}re and
                  Am{\'{e}}lie Rolland and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  editor       = {Francis R. Bach and
                  David M. Blei},
  title        = {Algorithms for the Hard Pre-Image Problem of String Kernels and the
                  General Problem of String Prediction},
  booktitle    = {Proceedings of the 32nd International Conference on Machine Learning,
                  {ICML} 2015, Lille, France, 6-11 July 2015},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {37},
  pages        = {2021--2029},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v37/giguere15.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GiguereRLM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsc/MorinPRWGL15,
  author       = {Michael Morin and
                  Fr{\'{e}}d{\'{e}}rik Paradis and
                  Am{\'{e}}lie Rolland and
                  Jean Wery and
                  Jonathan Gaudreault and
                  Fran{\c{c}}ois Laviolette},
  title        = {Machine learning-based metamodels for sawing simulation},
  booktitle    = {Proceedings of the 2015 Winter Simulation Conference, Huntington Beach,
                  CA, USA, December 6-9, 2015},
  pages        = {2160--2171},
  publisher    = {{IEEE/ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1109/WSC.2015.7408329},
  doi          = {10.1109/WSC.2015.7408329},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wsc/MorinPRWGL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LavioletteMRR15,
  author       = {Fran{\c{c}}ois Laviolette and
                  Emilie Morvant and
                  Liva Ralaivola and
                  Jean{-}Francis Roy},
  title        = {On Generalizing the C-Bound to the Multiclass and Multi-label Settings},
  journal      = {CoRR},
  volume       = {abs/1501.03001},
  year         = {2015},
  url          = {http://arxiv.org/abs/1501.03001},
  eprinttype    = {arXiv},
  eprint       = {1501.03001},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LavioletteMRR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GermainHLM15,
  author       = {Pascal Germain and
                  Amaury Habrard and
                  Fran{\c{c}}ois Laviolette and
                  Emilie Morvant},
  title        = {An Improvement to the Domain Adaptation Bound in a PAC-Bayesian context},
  journal      = {CoRR},
  volume       = {abs/1501.03002},
  year         = {2015},
  url          = {http://arxiv.org/abs/1501.03002},
  eprinttype    = {arXiv},
  eprint       = {1501.03002},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GermainHLM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GermainHLM15a,
  author       = {Pascal Germain and
                  Amaury Habrard and
                  Fran{\c{c}}ois Laviolette and
                  Emilie Morvant},
  title        = {PAC-Bayesian Theorems for Domain Adaptation with Specialization to
                  Linear Classifiers},
  journal      = {CoRR},
  volume       = {abs/1503.06944},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.06944},
  eprinttype    = {arXiv},
  eprint       = {1503.06944},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GermainHLM15a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GermainLLMR15,
  author       = {Pascal Germain and
                  Alexandre Lacasse and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Jean{-}Francis Roy},
  title        = {Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to
                  a Learning Algorithm},
  journal      = {CoRR},
  volume       = {abs/1503.08329},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.08329},
  eprinttype    = {arXiv},
  eprint       = {1503.08329},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GermainLLMR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DrouinGDLMC15,
  author       = {Alexandre Drouin and
                  S{\'{e}}bastien Gigu{\`{e}}re and
                  Maxime D{\'{e}}raspe and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Jacques Corbeil},
  title        = {Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial
                  Resistance},
  journal      = {CoRR},
  volume       = {abs/1505.06249},
  year         = {2015},
  url          = {http://arxiv.org/abs/1505.06249},
  eprinttype    = {arXiv},
  eprint       = {1505.06249},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DrouinGDLMC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GaninUAGLLML15,
  author       = {Yaroslav Ganin and
                  Evgeniya Ustinova and
                  Hana Ajakan and
                  Pascal Germain and
                  Hugo Larochelle and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Victor S. Lempitsky},
  title        = {Domain-Adversarial Training of Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1505.07818},
  year         = {2015},
  url          = {http://arxiv.org/abs/1505.07818},
  eprinttype    = {arXiv},
  eprint       = {1505.07818},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GaninUAGLLML15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Fortier-DuboisL15,
  author       = {Louis Fortier{-}Dubois and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Louis{-}{\'{E}}mile Robitaille and
                  Jean{-}Francis Roy},
  title        = {Efficient Learning of Ensembles with QuadBoost},
  journal      = {CoRR},
  volume       = {abs/1506.02535},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.02535},
  eprinttype    = {arXiv},
  eprint       = {1506.02535},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/Fortier-DuboisL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GermainHLM15b,
  author       = {Pascal Germain and
                  Amaury Habrard and
                  Fran{\c{c}}ois Laviolette and
                  Emilie Morvant},
  title        = {A New PAC-Bayesian Perspective on Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/1506.04573},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.04573},
  eprinttype    = {arXiv},
  eprint       = {1506.04573},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GermainHLM15b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BeginGLR14,
  author       = {Luc B{\'{e}}gin and
                  Pascal Germain and
                  Fran{\c{c}}ois Laviolette and
                  Jean{-}Francis Roy},
  title        = {PAC-Bayesian Theory for Transductive Learning},
  booktitle    = {Proceedings of the Seventeenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
                  22-25, 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {33},
  pages        = {105--113},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v33/begin14.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/BeginGLR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LacosteMLL14,
  author       = {Alexandre Lacoste and
                  Mario Marchand and
                  Fran{\c{c}}ois Laviolette and
                  Hugo Larochelle},
  title        = {Agnostic Bayesian Learning of Ensembles},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {611--619},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/lacoste14.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LacosteMLL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tsd/ChinaeiLLK14,
  author       = {Hamidreza Chinaei and
                  Luc Lamontagne and
                  Fran{\c{c}}ois Laviolette and
                  Richard Khoury},
  editor       = {Petr Sojka and
                  Ales Hor{\'{a}}k and
                  Ivan Kopecek and
                  Karel Pala},
  title        = {A Topic Model Scoring Approach for Personalized {QA} Systems},
  booktitle    = {Text, Speech and Dialogue - 17th International Conference, {TSD} 2014,
                  Brno, Czech Republic, September 8-12, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8655},
  pages        = {84--92},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-10816-2\_11},
  doi          = {10.1007/978-3-319-10816-2\_11},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/tsd/ChinaeiLLK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LacosteLML14,
  author       = {Alexandre Lacoste and
                  Hugo Larochelle and
                  Mario Marchand and
                  Fran{\c{c}}ois Laviolette},
  editor       = {Nevin L. Zhang and
                  Jin Tian},
  title        = {Sequential Model-Based Ensemble Optimization},
  booktitle    = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
                  2014},
  pages        = {440--448},
  publisher    = {{AUAI} Press},
  year         = {2014},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2479\&\#38;proceeding\_id=30},
  timestamp    = {Wed, 03 Feb 2021 11:09:27 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/LacosteLML14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LacosteLLM14,
  author       = {Alexandre Lacoste and
                  Hugo Larochelle and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  title        = {Sequential Model-Based Ensemble Optimization},
  journal      = {CoRR},
  volume       = {abs/1402.0796},
  year         = {2014},
  url          = {http://arxiv.org/abs/1402.0796},
  eprinttype    = {arXiv},
  eprint       = {1402.0796},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LacosteLLM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DrouinGSDLMC14,
  author       = {Alexandre Drouin and
                  S{\'{e}}bastien Gigu{\`{e}}re and
                  Vladana Sagatovich and
                  Maxime D{\'{e}}raspe and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Jacques Corbeil},
  title        = {Learning interpretable models of phenotypes from whole genome sequences
                  with the Set Covering Machine},
  journal      = {CoRR},
  volume       = {abs/1412.1074},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.1074},
  eprinttype    = {arXiv},
  eprint       = {1412.1074},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DrouinGSDLMC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GiguereRLM14,
  author       = {S{\'{e}}bastien Gigu{\`{e}}re and
                  Am{\'{e}}lie Rolland and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  title        = {On the String Kernel Pre-Image Problem with Applications in Drug Discovery},
  journal      = {CoRR},
  volume       = {abs/1412.1463},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.1463},
  eprinttype    = {arXiv},
  eprint       = {1412.1463},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GiguereRLM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AjakanGLLM14,
  author       = {Hana Ajakan and
                  Pascal Germain and
                  Hugo Larochelle and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  title        = {Domain-Adversarial Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1412.4446},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.4446},
  eprinttype    = {arXiv},
  eprint       = {1412.4446},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AjakanGLLM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/GodzaridisBXKBL13,
  author       = {{\'{E}}l{\'{e}}nie Godzaridis and
                  S{\'{e}}bastien Boisvert and
                  Fangfang Xia and
                  Mikhail Kandel and
                  Steve Behling and
                  Bill Long and
                  Carlos P. Sosa and
                  Fran{\c{c}}ois Laviolette and
                  Jacques Corbeil},
  title        = {Human Analysts at Superhuman Scales: What Has Friendly Software To
                  Do?},
  journal      = {Big Data},
  volume       = {1},
  number       = {4},
  pages        = {227--236},
  year         = {2013},
  url          = {https://doi.org/10.1089/big.2013.0031},
  doi          = {10.1089/BIG.2013.0031},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bigdata/GodzaridisBXKBL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/GiguereMLDC13,
  author       = {S{\'{e}}bastien Gigu{\`{e}}re and
                  Mario Marchand and
                  Fran{\c{c}}ois Laviolette and
                  Alexandre Drouin and
                  Jacques Corbeil},
  title        = {Learning a peptide-protein binding affinity predictor with kernel
                  ridge regression},
  journal      = {{BMC} Bioinform.},
  volume       = {14},
  pages        = {82},
  year         = {2013},
  url          = {https://doi.org/10.1186/1471-2105-14-82},
  doi          = {10.1186/1471-2105-14-82},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcbi/GiguereMLDC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/DesharnaisLZ13,
  author       = {Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette and
                  Sami Zhioua},
  title        = {Testing probabilistic equivalence through Reinforcement Learning},
  journal      = {Inf. Comput.},
  volume       = {227},
  pages        = {21--57},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.ic.2013.02.002},
  doi          = {10.1016/J.IC.2013.02.002},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iandc/DesharnaisLZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/LeverLS13,
  author       = {Guy Lever and
                  Fran{\c{c}}ois Laviolette and
                  John Shawe{-}Taylor},
  title        = {Tighter PAC-Bayes bounds through distribution-dependent priors},
  journal      = {Theor. Comput. Sci.},
  volume       = {473},
  pages        = {4--28},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.tcs.2012.10.013},
  doi          = {10.1016/J.TCS.2012.10.013},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcs/LeverLS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiguereLMS13,
  author       = {S{\'{e}}bastien Gigu{\`{e}}re and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Khadidja Sylla},
  title        = {Risk Bounds and Learning Algorithms for the Regression Approach to
                  Structured Output Prediction},
  booktitle    = {Proceedings of the 30th International Conference on Machine Learning,
                  {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {28},
  pages        = {107--114},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v28/giguere13.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GiguereLMS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GermainHLM13,
  author       = {Pascal Germain and
                  Amaury Habrard and
                  Fran{\c{c}}ois Laviolette and
                  Emilie Morvant},
  title        = {A PAC-Bayesian Approach for Domain Adaptation with Specialization
                  to Linear Classifiers},
  booktitle    = {Proceedings of the 30th International Conference on Machine Learning,
                  {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {28},
  pages        = {738--746},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v28/germain13.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GermainHLM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LatulippeDGL13,
  author       = {Maxime Latulippe and
                  Alexandre Drouin and
                  Philippe Gigu{\`{e}}re and
                  Fran{\c{c}}ois Laviolette},
  editor       = {Francesca Rossi},
  title        = {Accelerated Robust Point Cloud Registration in Natural Environments
                  through Positive and Unlabeled Learning},
  booktitle    = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
                  on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  pages        = {2480--2487},
  publisher    = {{IJCAI/AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6848},
  timestamp    = {Tue, 23 Jan 2024 13:25:46 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/LatulippeDGL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SeldinLCSA12,
  author       = {Yevgeny Seldin and
                  Fran{\c{c}}ois Laviolette and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  John Shawe{-}Taylor and
                  Peter Auer},
  title        = {PAC-Bayesian Inequalities for Martingales},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {58},
  number       = {12},
  pages        = {7086--7093},
  year         = {2012},
  url          = {https://doi.org/10.1109/TIT.2012.2211334},
  doi          = {10.1109/TIT.2012.2211334},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/SeldinLCSA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/GermainGRZLQ12,
  author       = {Pascal Germain and
                  S{\'{e}}bastien Gigu{\`{e}}re and
                  Jean{-}Francis Roy and
                  Brice Zirakiza and
                  Fran{\c{c}}ois Laviolette and
                  Claude{-}Guy Quimper},
  editor       = {Michela Milano},
  title        = {A Pseudo-Boolean Set Covering Machine},
  booktitle    = {Principles and Practice of Constraint Programming - 18th International
                  Conference, {CP} 2012, Qu{\'{e}}bec City, QC, Canada, October
                  8-12, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7514},
  pages        = {916--924},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33558-7\_65},
  doi          = {10.1007/978-3-642-33558-7\_65},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cp/GermainGRZLQ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/MorinPALQ12,
  author       = {Michael Morin and
                  Anika{-}Pascale Papillon and
                  Ir{\`{e}}ne Abi{-}Zeid and
                  Fran{\c{c}}ois Laviolette and
                  Claude{-}Guy Quimper},
  editor       = {Michela Milano},
  title        = {Constraint Programming for Path Planning with Uncertainty - Solving
                  the Optimal Search Path Problem},
  booktitle    = {Principles and Practice of Constraint Programming - 18th International
                  Conference, {CP} 2012, Qu{\'{e}}bec City, QC, Canada, October
                  8-12, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7514},
  pages        = {988--1003},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33558-7\_70},
  doi          = {10.1007/978-3-642-33558-7\_70},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cp/MorinPALQ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SeldinLCSA12,
  author       = {Yevgeny Seldin and
                  Fran{\c{c}}ois Laviolette and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  John Shawe{-}Taylor and
                  Peter Auer},
  editor       = {Nando de Freitas and
                  Kevin P. Murphy},
  title        = {PAC-Bayesian Inequalities for Martingales},
  booktitle    = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
                  Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
  pages        = {12},
  publisher    = {{AUAI} Press},
  year         = {2012},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2341\&\#38;proceeding\_id=28},
  timestamp    = {Mon, 23 Nov 2020 08:36:48 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/SeldinLCSA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SeldinCALS12,
  author       = {Yevgeny Seldin and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Peter Auer and
                  Fran{\c{c}}ois Laviolette and
                  John Shawe{-}Taylor},
  editor       = {Dorota Glowacka and
                  Louis Dorard and
                  John Shawe{-}Taylor},
  title        = {PAC-Bayes-Bernstein Inequality for Martingales and its Application
                  to Multiarmed Bandits},
  booktitle    = {Proceedings of the Workshop on On-line Trading of Exploration and
                  Exploitation 2, Bellevue, Washington, USA, July 2, 2011},
  series       = {{JMLR} Proceedings},
  volume       = {26},
  pages        = {98--111},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v26/seldin12a.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SeldinCALS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LacosteLM12,
  author       = {Alexandre Lacoste and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  editor       = {Neil D. Lawrence and
                  Mark A. Girolami},
  title        = {Bayesian Comparison of Machine Learning Algorithms on Single and Multiple
                  Datasets},
  booktitle    = {Proceedings of the Fifteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
                  Spain, April 21-23, 2012},
  series       = {{JMLR} Proceedings},
  volume       = {22},
  pages        = {665--675},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v22/lacoste12.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LacosteLM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-7253,
  author       = {S{\'{e}}bastien Gigu{\`{e}}re and
                  Mario Marchand and
                  Fran{\c{c}}ois Laviolette and
                  Alexandre Drouin and
                  Jacques Corbeil},
  title        = {Learning a peptide-protein binding affinity predictor with kernel
                  ridge regression},
  journal      = {CoRR},
  volume       = {abs/1207.7253},
  year         = {2012},
  url          = {http://arxiv.org/abs/1207.7253},
  eprinttype    = {arXiv},
  eprint       = {1207.7253},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1207-7253.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2340,
  author       = {Pascal Germain and
                  Amaury Habrard and
                  Fran{\c{c}}ois Laviolette and
                  Emilie Morvant},
  title        = {PAC-Bayesian Learning and Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/1212.2340},
  year         = {2012},
  url          = {http://arxiv.org/abs/1212.2340},
  eprinttype    = {arXiv},
  eprint       = {1212.2340},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1212-2340.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/DesharnaisLT11,
  author       = {Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette and
                  Am{\'{e}}lie Turgeon},
  title        = {A logical duality for underspecified probabilistic systems},
  journal      = {Inf. Comput.},
  volume       = {209},
  number       = {5},
  pages        = {850--871},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.ic.2010.12.005},
  doi          = {10.1016/J.IC.2010.12.005},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iandc/DesharnaisLT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GermainLLMS11,
  author       = {Pascal Germain and
                  Alexandre Lacoste and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Sara Shanian},
  editor       = {Lise Getoor and
                  Tobias Scheffer},
  title        = {A PAC-Bayes Sample-compression Approach to Kernel Methods},
  booktitle    = {Proceedings of the 28th International Conference on Machine Learning,
                  {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
  pages        = {297--304},
  publisher    = {Omnipress},
  year         = {2011},
  url          = {https://icml.cc/2011/papers/218\_icmlpaper.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GermainLLMS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RoyLM11,
  author       = {Jean{-}Francis Roy and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  editor       = {Lise Getoor and
                  Tobias Scheffer},
  title        = {From PAC-Bayes Bounds to Quadratic Programs for Majority Votes},
  booktitle    = {Proceedings of the 28th International Conference on Machine Learning,
                  {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
  pages        = {649--656},
  publisher    = {Omnipress},
  year         = {2011},
  url          = {https://icml.cc/2011/papers/379\_icmlpaper.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RoyLM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SeldinALSO11,
  author       = {Yevgeny Seldin and
                  Peter Auer and
                  Fran{\c{c}}ois Laviolette and
                  John Shawe{-}Taylor and
                  Ronald Ortner},
  editor       = {John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Kilian Q. Weinberger},
  title        = {PAC-Bayesian Analysis of Contextual Bandits},
  booktitle    = {Advances in Neural Information Processing Systems 24: 25th Annual
                  Conference on Neural Information Processing Systems 2011. Proceedings
                  of a meeting held 12-14 December 2011, Granada, Spain},
  pages        = {1683--1691},
  year         = {2011},
  url          = {https://proceedings.neurips.cc/paper/2011/hash/58e4d44e550d0f7ee0a23d6b02d9b0db-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SeldinALSO11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-2416,
  author       = {Yevgeny Seldin and
                  Fran{\c{c}}ois Laviolette and
                  John Shawe{-}Taylor and
                  Jan Peters and
                  Peter Auer},
  title        = {PAC-Bayesian Analysis of Martingales and Multiarmed Bandits},
  journal      = {CoRR},
  volume       = {abs/1105.2416},
  year         = {2011},
  url          = {http://arxiv.org/abs/1105.2416},
  eprinttype    = {arXiv},
  eprint       = {1105.2416},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1105-2416.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-4585,
  author       = {Yevgeny Seldin and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Fran{\c{c}}ois Laviolette and
                  Peter Auer and
                  John Shawe{-}Taylor and
                  Jan Peters},
  title        = {PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off},
  journal      = {CoRR},
  volume       = {abs/1105.4585},
  year         = {2011},
  url          = {http://arxiv.org/abs/1105.4585},
  eprinttype    = {arXiv},
  eprint       = {1105.4585},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1105-4585.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-6755,
  author       = {Yevgeny Seldin and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Peter Auer and
                  Fran{\c{c}}ois Laviolette and
                  John Shawe{-}Taylor},
  title        = {PAC-Bayes-Bernstein Inequality for Martingales and its Application
                  to Multiarmed Bandits},
  journal      = {CoRR},
  volume       = {abs/1110.6755},
  year         = {2011},
  url          = {http://arxiv.org/abs/1110.6755},
  eprinttype    = {arXiv},
  eprint       = {1110.6755},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1110-6755.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-6886,
  author       = {Yevgeny Seldin and
                  Fran{\c{c}}ois Laviolette and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  John Shawe{-}Taylor and
                  Peter Auer},
  title        = {PAC-Bayesian Inequalities for Martingales},
  journal      = {CoRR},
  volume       = {abs/1110.6886},
  year         = {2011},
  url          = {http://arxiv.org/abs/1110.6886},
  eprinttype    = {arXiv},
  eprint       = {1110.6886},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1110-6886.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/BoisvertLC10,
  author       = {S{\'{e}}bastien Boisvert and
                  Fran{\c{c}}ois Laviolette and
                  Jacques Corbeil},
  title        = {Ray: Simultaneous Assembly of Reads from a Mix of High-Throughput
                  Sequencing Technologies},
  journal      = {J. Comput. Biol.},
  volume       = {17},
  number       = {11},
  pages        = {1519--1533},
  year         = {2010},
  url          = {https://doi.org/10.1089/cmb.2009.0238},
  doi          = {10.1089/CMB.2009.0238},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcb/BoisvertLC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LavioletteMSS10,
  author       = {Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Mohak Shah and
                  Sara Shanian},
  title        = {Learning the set covering machine by bound minimization and margin-sparsity
                  trade-off},
  journal      = {Mach. Learn.},
  volume       = {78},
  number       = {1-2},
  pages        = {175--201},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-009-5137-3},
  doi          = {10.1007/S10994-009-5137-3},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/LavioletteMSS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/LeverLS10,
  author       = {Guy Lever and
                  Fran{\c{c}}ois Laviolette and
                  John Shawe{-}Taylor},
  editor       = {Marcus Hutter and
                  Frank Stephan and
                  Vladimir Vovk and
                  Thomas Zeugmann},
  title        = {Distribution-Dependent PAC-Bayes Priors},
  booktitle    = {Algorithmic Learning Theory, 21st International Conference, {ALT}
                  2010, Canberra, Australia, October 6-8, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6331},
  pages        = {119--133},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16108-7\_13},
  doi          = {10.1007/978-3-642-16108-7\_13},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/LeverLS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LacasseLMT10,
  author       = {Alexandre Lacasse and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Francis Turgeon{-}Boutin},
  editor       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Francesco Bonchi and
                  Aristides Gionis and
                  Mich{\`{e}}le Sebag},
  title        = {Learning with Randomized Majority Votes},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6322},
  pages        = {162--177},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15883-4\_11},
  doi          = {10.1007/978-3-642-15883-4\_11},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/LacasseLMT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/concur/DesharnaisLT09,
  author       = {Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette and
                  Am{\'{e}}lie Turgeon},
  editor       = {Mario Bravetti and
                  Gianluigi Zavattaro},
  title        = {A Demonic Approach to Information in Probabilistic Systems},
  booktitle    = {{CONCUR} 2009 - Concurrency Theory, 20th International Conference,
                  {CONCUR} 2009, Bologna, Italy, September 1-4, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5710},
  pages        = {289--304},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04081-8\_20},
  doi          = {10.1007/978-3-642-04081-8\_20},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/concur/DesharnaisLT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GermainLLM09,
  author       = {Pascal Germain and
                  Alexandre Lacasse and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  editor       = {Andrea Pohoreckyj Danyluk and
                  L{\'{e}}on Bottou and
                  Michael L. Littman},
  title        = {PAC-Bayesian learning of linear classifiers},
  booktitle    = {Proceedings of the 26th Annual International Conference on Machine
                  Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {382},
  pages        = {353--360},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1553374.1553419},
  doi          = {10.1145/1553374.1553419},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GermainLLM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GermainLLMS09,
  author       = {Pascal Germain and
                  Alexandre Lacasse and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Sara Shanian},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {From PAC-Bayes Bounds to {KL} Regularization},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {603--610},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/250cf8b51c773f3f8dc8b4be867a9a02-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GermainLLMS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhiouaPLD09,
  author       = {Sami Zhioua and
                  Doina Precup and
                  Fran{\c{c}}ois Laviolette and
                  Jos{\'{e}}e Desharnais},
  editor       = {Wray L. Buntine and
                  Marko Grobelnik and
                  Dunja Mladenic and
                  John Shawe{-}Taylor},
  title        = {Learning the Difference between Partially Observable Dynamical Systems},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5782},
  pages        = {664--677},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04174-7\_43},
  doi          = {10.1007/978-3-642-04174-7\_43},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZhiouaPLD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/LavioletteMS08,
  author       = {Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Sara Shanian},
  editor       = {Sabine Bergler},
  title        = {Selective Sampling for Classification},
  booktitle    = {Advances in Artificial Intelligence , 21st Conference of the Canadian
                  Society for Computational Studies of Intelligence, Canadian {AI} 2008,
                  Windsor, Canada, May 28-30, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5032},
  pages        = {191--202},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68825-9\_19},
  doi          = {10.1007/978-3-540-68825-9\_19},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/LavioletteMS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/LavioletteT08,
  author       = {Fran{\c{c}}ois Laviolette and
                  Ludovic Tobin},
  editor       = {Sabine Bergler},
  title        = {A Stochastic Point-Based Algorithm for POMDPs},
  booktitle    = {Advances in Artificial Intelligence , 21st Conference of the Canadian
                  Society for Computational Studies of Intelligence, Canadian {AI} 2008,
                  Windsor, Canada, May 28-30, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5032},
  pages        = {332--343},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68825-9\_31},
  doi          = {10.1007/978-3-540-68825-9\_31},
  timestamp    = {Thu, 28 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/LavioletteT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AminiLU08,
  author       = {Massih{-}Reza Amini and
                  Fran{\c{c}}ois Laviolette and
                  Nicolas Usunier},
  editor       = {Daphne Koller and
                  Dale Schuurmans and
                  Yoshua Bengio and
                  L{\'{e}}on Bottou},
  title        = {A Transductive Bound for the Voted Classifier with an Application
                  to Semi-supervised Learning},
  booktitle    = {Advances in Neural Information Processing Systems 21, Proceedings
                  of the Twenty-Second Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
  pages        = {65--72},
  publisher    = {Curran Associates, Inc.},
  year         = {2008},
  url          = {https://proceedings.neurips.cc/paper/2008/hash/dc6a70712a252123c40d2adba6a11d84-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/AminiLU08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/qest/DesharnaisLT08,
  author       = {Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette and
                  Mathieu Tracol},
  title        = {Approximate Analysis of Probabilistic Processes: Logic, Simulation
                  and Games},
  booktitle    = {Fifth International Conference on the Quantitative Evaluaiton of Systems
                  {(QEST} 2008), 14-17 September 2008, Saint-Malo, France},
  pages        = {264--273},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/QEST.2008.42},
  doi          = {10.1109/QEST.2008.42},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/qest/DesharnaisLT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LavioletteM07,
  author       = {Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  title        = {PAC-Bayes Risk Bounds for Stochastic Averages and Majority Votes of
                  Sample-Compressed Classifiers},
  journal      = {J. Mach. Learn. Res.},
  volume       = {8},
  pages        = {1461--1487},
  year         = {2007},
  url          = {https://dl.acm.org/doi/10.5555/1314498.1314548},
  doi          = {10.5555/1314498.1314548},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LavioletteM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HussainLMSBM07,
  author       = {Zakria Hussain and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  John Shawe{-}Taylor and
                  S. Charles Brubaker and
                  Matthew D. Mullin},
  title        = {Revised Loss Bounds for the Set Covering Machine and Sample-Compression
                  Loss Bounds for Imbalanced Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {8},
  pages        = {2533--2549},
  year         = {2007},
  url          = {https://dl.acm.org/doi/10.5555/1314498.1390326},
  doi          = {10.5555/1314498.1390326},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HussainLMSBM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/DanosDLP06,
  author       = {Vincent Danos and
                  Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette and
                  Prakash Panangaden},
  title        = {Bisimulation and cocongruence for probabilistic systems},
  journal      = {Inf. Comput.},
  volume       = {204},
  number       = {4},
  pages        = {503--523},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.ic.2005.02.004},
  doi          = {10.1016/J.IC.2005.02.004},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iandc/DanosDLP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/DesharnaisLMZ06,
  author       = {Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette and
                  Krishna Priya Darsini Moturu and
                  Sami Zhioua},
  editor       = {Luc Lamontagne and
                  Mario Marchand},
  title        = {Trace Equivalence Characterization Through Reinforcement Learning},
  booktitle    = {Advances in Artificial Intelligence, 19th Conference of the Canadian
                  Society for Computational Studies of Intelligence, Canadian {AI} 2006,
                  Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, June 7-9, 2006,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4013},
  pages        = {371--382},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11766247\_32},
  doi          = {10.1007/11766247\_32},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ai/DesharnaisLMZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/AminiULLG06,
  author       = {Massih{-}Reza Amini and
                  Nicolas Usunier and
                  Fran{\c{c}}ois Laviolette and
                  Alexandre Lacasse and
                  Patrick Gallinari},
  editor       = {Johannes F{\"{u}}rnkranz and
                  Tobias Scheffer and
                  Myra Spiliopoulou},
  title        = {A Selective Sampling Strategy for Label Ranking},
  booktitle    = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
                  Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4212},
  pages        = {18--29},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11871842\_7},
  doi          = {10.1007/11871842\_7},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/AminiULLG06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fsttcs/DesharnaisLZ06,
  author       = {Jos{\'{e}}e Desharnais and
                  Fran{\c{c}}ois Laviolette and
                  Sami Zhioua},
  editor       = {S. Arun{-}Kumar and
                  Naveen Garg},
  title        = {Testing Probabilistic Equivalence Through Reinforcement Learning},
  booktitle    = {{FSTTCS} 2006: Foundations of Software Technology and Theoretical
                  Computer Science, 26th International Conference, Kolkata, India, December
                  13-15, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4337},
  pages        = {236--247},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11944836\_23},
  doi          = {10.1007/11944836\_23},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fsttcs/DesharnaisLZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GermainLLM06,
  author       = {Pascal Germain and
                  Alexandre Lacasse and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  John C. Platt and
                  Thomas Hofmann},
  title        = {A PAC-Bayes Risk Bound for General Loss Functions},
  booktitle    = {Advances in Neural Information Processing Systems 19, Proceedings
                  of the Twentieth Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
  pages        = {449--456},
  publisher    = {{MIT} Press},
  year         = {2006},
  url          = {https://proceedings.neurips.cc/paper/2006/hash/f231f2107df69eab0a3862d50018a9b2-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GermainLLM06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LacasseLMGU06,
  author       = {Alexandre Lacasse and
                  Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Pascal Germain and
                  Nicolas Usunier},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  John C. Platt and
                  Thomas Hofmann},
  title        = {PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance
                  of the Gibbs Classifier},
  booktitle    = {Advances in Neural Information Processing Systems 19, Proceedings
                  of the Twentieth Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
  pages        = {769--776},
  publisher    = {{MIT} Press},
  year         = {2006},
  url          = {https://proceedings.neurips.cc/paper/2006/hash/779efbd24d5a7e37ce8dc93e7c04d572-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LacasseLMGU06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jct/Laviolette05,
  author       = {Fran{\c{c}}ois Laviolette},
  title        = {Decompositions of infinite graphs: {I} - bond-faithful decompositions},
  journal      = {J. Comb. Theory, Ser. {B}},
  volume       = {94},
  number       = {2},
  pages        = {259--277},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.jctb.2005.01.003},
  doi          = {10.1016/J.JCTB.2005.01.003},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jct/Laviolette05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jct/Laviolette05a,
  author       = {Fran{\c{c}}ois Laviolette},
  title        = {Decompositions of infinite graphs: Part {II} circuit decompositions},
  journal      = {J. Comb. Theory, Ser. {B}},
  volume       = {94},
  number       = {2},
  pages        = {278--333},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.jctb.2005.01.004},
  doi          = {10.1016/J.JCTB.2005.01.004},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jct/Laviolette05a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LavioletteMS05,
  author       = {Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Mohak Shah},
  editor       = {Jo{\~{a}}o Gama and
                  Rui Camacho and
                  Pavel Brazdil and
                  Al{\'{\i}}pio Jorge and
                  Lu{\'{\i}}s Torgo},
  title        = {Margin-Sparsity Trade-Off for the Set Covering Machine},
  booktitle    = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
                  Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3720},
  pages        = {206--217},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11564096\_23},
  doi          = {10.1007/11564096\_23},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/LavioletteMS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LavioletteM05,
  author       = {Fran{\c{c}}ois Laviolette and
                  Mario Marchand},
  editor       = {Luc De Raedt and
                  Stefan Wrobel},
  title        = {PAC-Bayes risk bounds for sample-compressed Gibbs classifiers},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Second International Conference
                  {(ICML} 2005), Bonn, Germany, August 7-11, 2005},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {119},
  pages        = {481--488},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1102351.1102412},
  doi          = {10.1145/1102351.1102412},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LavioletteM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LavioletteMS05,
  author       = {Fran{\c{c}}ois Laviolette and
                  Mario Marchand and
                  Mohak Shah},
  title        = {A PAC-Bayes approach to the Set Covering Machine},
  booktitle    = {Advances in Neural Information Processing Systems 18 [Neural Information
                  Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
                  Columbia, Canada]},
  pages        = {731--738},
  year         = {2005},
  url          = {https://proceedings.neurips.cc/paper/2005/hash/6f1d0705c91c2145201df18a1a0c7345-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LavioletteMS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/entcs/Laviolette04,
  author       = {Fran{\c{c}}ois Laviolette},
  editor       = {Jos{\'{e}}e Desharnais and
                  Prakash Panangaden},
  title        = {The Countable Character of Uncountable Graphs},
  booktitle    = {Proceedings of the Workshop on Domain Theoretic Methods for Probabilistic
                  Processes, {DTMPP} 2003, Barbados, April 21-25, 2003},
  series       = {Electronic Notes in Theoretical Computer Science},
  volume       = {87},
  pages        = {205--224},
  publisher    = {Elsevier},
  year         = {2003},
  url          = {https://doi.org/10.1016/j.entcs.2004.09.019},
  doi          = {10.1016/J.ENTCS.2004.09.019},
  timestamp    = {Wed, 07 Dec 2022 09:46:53 +0100},
  biburl       = {https://dblp.org/rec/journals/entcs/Laviolette04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dm/HahnLSW02,
  author       = {Gena Hahn and
                  Fran{\c{c}}ois Laviolette and
                  Norbert Sauer and
                  Robert E. Woodrow},
  title        = {On cop-win graphs},
  journal      = {Discret. Math.},
  volume       = {258},
  number       = {1-3},
  pages        = {27--41},
  year         = {2002},
  url          = {https://doi.org/10.1016/S0012-365X(02)00260-1},
  doi          = {10.1016/S0012-365X(02)00260-1},
  timestamp    = {Fri, 12 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dm/HahnLSW02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dm/ChastandLP00,
  author       = {Marc Chastand and
                  Fran{\c{c}}ois Laviolette and
                  Norbert Polat},
  title        = {On constructible graphs, infinite bridged graphs and weakly cop-win
                  graphs},
  journal      = {Discret. Math.},
  volume       = {224},
  number       = {1-3},
  pages        = {61--78},
  year         = {2000},
  url          = {https://doi.org/10.1016/S0012-365X(00)00127-8},
  doi          = {10.1016/S0012-365X(00)00127-8},
  timestamp    = {Fri, 12 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dm/ChastandLP00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dm/LavioletteP99,
  author       = {Fran{\c{c}}ois Laviolette and
                  Norbert Polat},
  title        = {Spanning trees of countable graphs omitting sets of dominated ends},
  journal      = {Discret. Math.},
  volume       = {194},
  number       = {1-3},
  pages        = {151--172},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0012-365X(98)00042-9},
  doi          = {10.1016/S0012-365X(98)00042-9},
  timestamp    = {Fri, 12 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dm/LavioletteP99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejc/LaroseLT98,
  author       = {Beno{\^{\i}}t Larose and
                  Fran{\c{c}}ois Laviolette and
                  Claude Tardif},
  title        = {On Normal Cayley Graphs and Hom-idempotent Graphs},
  journal      = {Eur. J. Comb.},
  volume       = {19},
  number       = {7},
  pages        = {867--881},
  year         = {1998},
  url          = {https://doi.org/10.1006/eujc.1998.0234},
  doi          = {10.1006/EUJC.1998.0234},
  timestamp    = {Fri, 12 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ejc/LaroseLT98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jct/HahnLS97,
  author       = {Gena Hahn and
                  Fran{\c{c}}ois Laviolette and
                  Jozef Sir{\'{a}}n},
  title        = {Edge-Ends in Countable Graphs},
  journal      = {J. Comb. Theory, Ser. {B}},
  volume       = {70},
  number       = {2},
  pages        = {225--244},
  year         = {1997},
  url          = {https://doi.org/10.1006/jctb.1996.1734},
  doi          = {10.1006/JCTB.1996.1734},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jct/HahnLS97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dm/Laviolette94,
  author       = {Fran{\c{c}}ois Laviolette},
  title        = {Decomposition of infinite eulerian graphs with a small number of vertices
                  of infinite degree},
  journal      = {Discret. Math.},
  volume       = {130},
  number       = {1-3},
  pages        = {83--87},
  year         = {1994},
  url          = {https://doi.org/10.1016/0012-365X(92)00524-U},
  doi          = {10.1016/0012-365X(92)00524-U},
  timestamp    = {Fri, 12 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dm/Laviolette94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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