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@article{DBLP:journals/tmlr/RakotomamonjyVR24, author = {Alain Rakotomamonjy and Maxime Vono and Hamlet Jesse Medina Ruiz and Liva Ralaivola}, title = {Personalised Federated Learning On Heterogeneous Feature Spaces}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024}, url = {https://openreview.net/forum?id=uCZJaqJchs}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/RakotomamonjyVR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/RakotomamonjyNR24, author = {Alain Rakotomamonjy and Kimia Nadjahi and Liva Ralaivola}, title = {Federated Wasserstein Distance}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=rsg1mvUahT}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/RakotomamonjyNR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/OhanaNRR23, author = {Ruben Ohana and Kimia Nadjahi and Alain Rakotomamonjy and Liva Ralaivola}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {26451--26473}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/ohana23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/OhanaNRR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-11447, author = {Alain Rakotomamonjy and Maxime Vono and Hamlet Jesse Medina Ruiz and Liva Ralaivola}, title = {Personalised Federated Learning On Heterogeneous Feature Spaces}, journal = {CoRR}, volume = {abs/2301.11447}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.11447}, doi = {10.48550/ARXIV.2301.11447}, eprinttype = {arXiv}, eprint = {2301.11447}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-11447.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-01973, author = {Alain Rakotomamonjy and Kimia Nadjahi and Liva Ralaivola}, title = {Federated Wasserstein Distance}, journal = {CoRR}, volume = {abs/2310.01973}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.01973}, doi = {10.48550/ARXIV.2310.01973}, eprinttype = {arXiv}, eprint = {2310.01973}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-01973.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/CherfaouiKR22, author = {Farah Cherfaoui and Hachem Kadri and Liva Ralaivola}, title = {Scalable Ridge Leverage Score Sampling for the Nystr{\"{o}}m Method}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022}, pages = {4163--4167}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICASSP43922.2022.9747039}, doi = {10.1109/ICASSP43922.2022.9747039}, timestamp = {Tue, 07 Jun 2022 17:34:47 +0200}, biburl = {https://dblp.org/rec/conf/icassp/CherfaouiKR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-03230, author = {Ruben Ohana and Kimia Nadjahi and Alain Rakotomamonjy and Liva Ralaivola}, title = {Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances}, journal = {CoRR}, volume = {abs/2206.03230}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.03230}, doi = {10.48550/ARXIV.2206.03230}, eprinttype = {arXiv}, eprint = {2206.03230}, timestamp = {Wed, 15 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-03230.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/GiffonEKR21, author = {Luc Giffon and Valentin Emiya and Hachem Kadri and Liva Ralaivola}, title = {QuicK-means: accelerating inference for K-means by learning fast transforms}, journal = {Mach. Learn.}, volume = {110}, number = {5}, pages = {881--905}, year = {2021}, url = {https://doi.org/10.1007/s10994-021-05965-0}, doi = {10.1007/S10994-021-05965-0}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/GiffonEKR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RakotomamonjyR21, author = {Alain Rakotomamonjy and Liva Ralaivola}, editor = {Marina Meila and Tong Zhang}, title = {Differentially Private Sliced Wasserstein Distance}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {8810--8820}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/rakotomamonjy21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/RakotomamonjyR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/OhanaRLCPRR21, author = {Ruben Ohana and Hamlet Jesse Medina Ruiz and Julien Launay and Alessandro Cappelli and Iacopo Poli and Liva Ralaivola and Alain Rakotomamonjy}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Photonic Differential Privacy with Direct Feedback Alignment}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {22010--22020}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/b8c4c8b2271787e2f78b5fe2ce193caa-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/OhanaRLCPRR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-03645, author = {Ruben Ohana and Hamlet Jesse Medina Ruiz and Julien Launay and Alessandro Cappelli and Iacopo Poli and Liva Ralaivola and Alain Rakotomamonjy}, title = {Photonic Differential Privacy with Direct Feedback Alignment}, journal = {CoRR}, volume = {abs/2106.03645}, year = {2021}, url = {https://arxiv.org/abs/2106.03645}, eprinttype = {arXiv}, eprint = {2106.03645}, timestamp = {Wed, 27 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-03645.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01848, author = {Alain Rakotomamonjy and Liva Ralaivola}, title = {Differentially Private Sliced Wasserstein Distance}, journal = {CoRR}, volume = {abs/2107.01848}, year = {2021}, url = {https://arxiv.org/abs/2107.01848}, eprinttype = {arXiv}, eprint = {2107.01848}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01848.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/qmi/CasaleMKR20, author = {Balthazar Casal{\'{e}} and Giuseppe Di Molfetta and Hachem Kadri and Liva Ralaivola}, title = {Quantum bandits}, journal = {Quantum Mach. Intell.}, volume = {2}, number = {1}, pages = {1--7}, year = {2020}, url = {https://doi.org/10.1007/s42484-020-00024-8}, doi = {10.1007/S42484-020-00024-8}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/qmi/CasaleMKR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KadriAHRR20, author = {Hachem Kadri and St{\'{e}}phane Ayache and Riikka Huusari and Alain Rakotomamonjy and Liva Ralaivola}, title = {Partial Trace Regression and Low-Rank Kraus Decomposition}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {5031--5041}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/kadri20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/KadriAHRR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-06395, author = {Balthazar Casal{\'{e}} and Giuseppe Di Molfetta and Hachem Kadri and Liva Ralaivola}, title = {Quantum Bandits}, journal = {CoRR}, volume = {abs/2002.06395}, year = {2020}, url = {https://arxiv.org/abs/2002.06395}, eprinttype = {arXiv}, eprint = {2002.06395}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-06395.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-00935, author = {Hachem Kadri and St{\'{e}}phane Ayache and Riikka Huusari and Alain Rakotomamonjy and Liva Ralaivola}, title = {Partial Trace Regression and Low-Rank Kraus Decomposition}, journal = {CoRR}, volume = {abs/2007.00935}, year = {2020}, url = {https://arxiv.org/abs/2007.00935}, eprinttype = {arXiv}, eprint = {2007.00935}, timestamp = {Mon, 06 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-00935.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/CherfaouiERA19, author = {Farah Cherfaoui and Valentin Emiya and Liva Ralaivola and Sandrine Anthoine}, title = {Recovery and Convergence Rate of the Frank-Wolfe Algorithm for the m-Exact-Sparse Problem}, journal = {{IEEE} Trans. Inf. Theory}, volume = {65}, number = {11}, pages = {7407--7414}, year = {2019}, url = {https://doi.org/10.1109/TIT.2019.2919640}, doi = {10.1109/TIT.2019.2919640}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/CherfaouiERA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/PanditDR19, author = {Onkar Arun Pandit and Pascal Denis and Liva Ralaivola}, title = {Learning Rich Event Representations and Interactions for Temporal Relation Classification}, booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019, Bruges, Belgium, April 24-26, 2019}, year = {2019}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-113.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/PanditDR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-08713, author = {Luc Giffon and Valentin Emiya and Liva Ralaivola and Hachem Kadri}, title = {QuicK-means: Acceleration of K-means by learning a fast transform}, journal = {CoRR}, volume = {abs/1908.08713}, year = {2019}, url = {http://arxiv.org/abs/1908.08713}, eprinttype = {arXiv}, eprint = {1908.08713}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-08713.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-07201, author = {Farah Cherfaoui and Valentin Emiya and Liva Ralaivola and Sandrine Anthoine}, title = {Frank-Wolfe Algorithm for the Exact Sparse Problem}, journal = {CoRR}, volume = {abs/1812.07201}, year = {2018}, url = {http://arxiv.org/abs/1812.07201}, eprinttype = {arXiv}, eprint = {1812.07201}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-07201.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} }
@article{DBLP:journals/tnn/RakotomamonjyKR17, author = {Alain Rakotomamonjy and Sokol Ko{\c{c}}o and Liva Ralaivola}, title = {Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {28}, number = {11}, pages = {2789--2802}, year = {2017}, url = {https://doi.org/10.1109/TNNLS.2016.2600243}, doi = {10.1109/TNNLS.2016.2600243}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/RakotomamonjyKR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eacl/DenisR17, author = {Pascal Denis and Liva Ralaivola}, editor = {Mirella Lapata and Phil Blunsom and Alexander Koller}, title = {Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm}, booktitle = {Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, {EACL} 2017, Valencia, Spain, April 3-7, 2017, Volume 1: Long Papers}, pages = {775--784}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/e17-1073}, doi = {10.18653/V1/E17-1073}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eacl/DenisR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AudiffrenR17, author = {Julien Audiffren and Liva Ralaivola}, 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 = {Bandits Dueling on Partially Ordered Sets}, 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 = {2129--2138}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/995665640dc319973d3173a74a03860c-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/AudiffrenR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AudiffrenR16, author = {Julien Audiffren and Liva Ralaivola}, title = {Indistinguishable Bandits Dueling with Decoys on a Poset}, journal = {CoRR}, volume = {abs/1602.02706}, year = {2016}, url = {http://arxiv.org/abs/1602.02706}, eprinttype = {arXiv}, eprint = {1602.02706}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AudiffrenR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LoucheR15, author = {Ugo Louche and Liva Ralaivola}, title = {Unconfused ultraconservative multiclass algorithms}, journal = {Mach. Learn.}, volume = {99}, number = {2}, pages = {327--351}, year = {2015}, url = {https://doi.org/10.1007/s10994-015-5490-3}, doi = {10.1007/S10994-015-5490-3}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LoucheR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/BonnefoyERG15, author = {Antoine Bonnefoy and Valentin Emiya and Liva Ralaivola and R{\'{e}}mi Gribonval}, title = {Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso}, journal = {{IEEE} Trans. Signal Process.}, volume = {63}, number = {19}, pages = {5121--5132}, year = {2015}, url = {https://doi.org/10.1109/TSP.2015.2447503}, doi = {10.1109/TSP.2015.2447503}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/BonnefoyERG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/ZhongDR15, author = {Hongliang Zhong and Emmanuel Dauc{\'{e}} and Liva Ralaivola}, title = {Online multiclass learning with "bandit" feedback under a Passive-Aggressive approach}, booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015, Bruges, Belgium, April 22-24, 2015}, year = {2015}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-82.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/ZhongDR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/RakotomamonjyKR15, author = {Alain Rakotomamonjy and Sokol Ko{\c{c}}o and Liva Ralaivola}, title = {More efficient sparsity-inducing algorithms using inexact gradient}, booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice, France, August 31 - September 4, 2015}, pages = {709--713}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EUSIPCO.2015.7362475}, doi = {10.1109/EUSIPCO.2015.7362475}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/RakotomamonjyKR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RalaivolaA15, author = {Liva Ralaivola and Massih{-}Reza Amini}, editor = {Francis R. Bach and David M. Blei}, title = {Entropy-Based Concentration Inequalities for Dependent Variables}, 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 = {2436--2444}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/ralaivola15.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/RalaivolaA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/JoshiAPRUG15, author = {Bikash Joshi and Massih{-}Reza Amini and Ioannis Partalas and Liva Ralaivola and Nicolas Usunier and {\'{E}}ric Gaussier}, editor = {{\'{E}}lisa Fromont and Tijl De Bie and Matthijs van Leeuwen}, title = {On Binary Reduction of Large-Scale Multiclass Classification Problems}, booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium, {IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9385}, pages = {132--144}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-24465-5\_12}, doi = {10.1007/978-3-319-24465-5\_12}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/ida/JoshiAPRUG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/DaucePR15, author = {Emmanuel Dauc{\'{e}} and Timoth{\'{e}}e Proix and Liva Ralaivola}, title = {Reward-based online learning in non-stationary environments: Adapting a P300-speller with a "backspace" key}, booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015, Killarney, Ireland, July 12-17, 2015}, pages = {1--8}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IJCNN.2015.7280686}, doi = {10.1109/IJCNN.2015.7280686}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/DaucePR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LoucheR15, author = {Ugo Louche and Liva Ralaivola}, title = {From cutting planes algorithms to compression schemes and active learning}, booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015, Killarney, Ireland, July 12-17, 2015}, pages = {1--8}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IJCNN.2015.7280694}, doi = {10.1109/IJCNN.2015.7280694}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LoucheR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AudiffrenR15, author = {Julien Audiffren and Liva Ralaivola}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Cornering Stationary and Restless Mixing Bandits with Remix-UCB}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {3339--3347}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/4888241374e8c62ddd9b4c3cfd091f96-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/AudiffrenR15.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/LoucheR15, author = {Ugo Louche and Liva Ralaivola}, title = {Unconfused ultraconservative multiclass algorithms}, journal = {CoRR}, volume = {abs/1506.07254}, year = {2015}, url = {http://arxiv.org/abs/1506.07254}, eprinttype = {arXiv}, eprint = {1506.07254}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LoucheR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RakotomamonjyKR15, author = {Alain Rakotomamonjy and Sokol Ko{\c{c}}o and Liva Ralaivola}, title = {Greedy methods, randomization approaches and multi-arm bandit algorithms for efficient sparsity-constrained optimization}, journal = {CoRR}, volume = {abs/1508.06477}, year = {2015}, url = {http://arxiv.org/abs/1508.06477}, eprinttype = {arXiv}, eprint = {1508.06477}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RakotomamonjyKR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RalaivolaL15, author = {Liva Ralaivola and Ugo Louche}, title = {From Cutting Planes Algorithms to Compression Schemes and Active Learning}, journal = {CoRR}, volume = {abs/1508.02986}, year = {2015}, url = {http://arxiv.org/abs/1508.02986}, eprinttype = {arXiv}, eprint = {1508.02986}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RalaivolaL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/BonnefoyERG14, author = {Antoine Bonnefoy and Valentin Emiya and Liva Ralaivola and R{\'{e}}mi Gribonval}, title = {A dynamic screening principle for the Lasso}, booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon, Portugal, September 1-5, 2014}, pages = {6--10}, publisher = {{IEEE}}, year = {2014}, url = {https://ieeexplore.ieee.org/document/6951960/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/BonnefoyERG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prni/TakerkartR14, author = {Sylvain Takerkart and Liva Ralaivola}, title = {Multiple subject learning for inter-subject prediction}, booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI} 2014, T{\"{u}}bingen, Germany, June 4-6, 2014}, pages = {1--4}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/PRNI.2014.6858548}, doi = {10.1109/PRNI.2014.6858548}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/prni/TakerkartR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AudiffrenR14, author = {Julien Audiffren and Liva Ralaivola}, title = {Stationary Mixing Bandits}, journal = {CoRR}, volume = {abs/1406.6020}, year = {2014}, url = {http://arxiv.org/abs/1406.6020}, eprinttype = {arXiv}, eprint = {1406.6020}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AudiffrenR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BonnefoyERG14, author = {Antoine Bonnefoy and Valentin Emiya and Liva Ralaivola and R{\'{e}}mi Gribonval}, title = {Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso}, journal = {CoRR}, volume = {abs/1412.4080}, year = {2014}, url = {http://arxiv.org/abs/1412.4080}, eprinttype = {arXiv}, eprint = {1412.4080}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BonnefoyERG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LoucheR14, author = {Ugo Louche and Liva Ralaivola}, title = {Unconfused Ultraconservative Multiclass Algorithms}, journal = {CoRR}, volume = {abs/1403.5115}, year = {2014}, url = {http://arxiv.org/abs/1403.5115}, eprinttype = {arXiv}, eprint = {1403.5115}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LoucheR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/LoucheR13, author = {Ugo Louche and Liva Ralaivola}, editor = {Cheng Soon Ong and Tu Bao Ho}, title = {Unconfused Ultraconservative Multiclass Algorithms}, booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT, Australia, November 13-15, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {29}, pages = {309--324}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v29/Louche13.html}, timestamp = {Wed, 29 May 2019 08:41:47 +0200}, biburl = {https://dblp.org/rec/conf/acml/LoucheR13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/DaucePR13, author = {Emmanuel Dauc{\'{e}} and Timoth{\'{e}}e Proix and Liva Ralaivola}, title = {Fast online adaptivity with policy gradient: example of the {BCI} "P300"-speller}, booktitle = {21st European Symposium on Artificial Neural Networks, {ESANN} 2013, Bruges, Belgium, April 24-26, 2013}, year = {2013}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2013-100.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/DaucePR13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/PeelERA12, author = {Thomas Peel and Valentin Emiya and Liva Ralaivola and Sandrine Anthoine}, title = {Matching pursuit with stochastic selection}, booktitle = {Proceedings of the 20th European Signal Processing Conference, {EUSIPCO} 2012, Bucharest, Romania, August 27-31, 2012}, pages = {879--883}, publisher = {{IEEE}}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6334187/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/PeelERA12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MorvantKR12, author = {Emilie Morvant and Sokol Ko{\c{c}}o and Liva Ralaivola}, title = {PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/434.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MorvantKR12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/TakerkartATSR12, author = {Sylvain Takerkart and Guillaume Auzias and Bertrand Thirion and Daniele Sch{\"{o}}n and Liva Ralaivola}, editor = {Fei Wang and Dinggang Shen and Pingkun Yan and Kenji Suzuki}, title = {Graph-Based Inter-subject Classification of Local fMRI Patterns}, booktitle = {Machine Learning in Medical Imaging - Third International Workshop, {MLMI} 2012, Held in Conjunction with {MICCAI} 2012, Nice, France, October 1, 2012, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7588}, pages = {184--192}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35428-1\_23}, doi = {10.1007/978-3-642-35428-1\_23}, timestamp = {Sat, 05 Sep 2020 18:06:04 +0200}, biburl = {https://dblp.org/rec/conf/miccai/TakerkartATSR12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Ralaivola12, author = {Liva Ralaivola}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Confusion-Based Online Learning and a Passive-Aggressive Scheme}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {3293--3301}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/bc7316929fe1545bf0b98d114ee3ecb8-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Ralaivola12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1201-2416, author = {Pierre Machart and Thomas Peel and Liva Ralaivola and Sandrine Anthoine and Herv{\'{e}} Glotin}, title = {Stochastic Low-Rank Kernel Learning for Regression}, journal = {CoRR}, volume = {abs/1201.2416}, year = {2012}, url = {http://arxiv.org/abs/1201.2416}, eprinttype = {arXiv}, eprint = {1201.2416}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1201-2416.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1202-6221, author = {Pierre Machart and Liva Ralaivola}, title = {Confusion Matrix Stability Bounds for Multiclass Classification}, journal = {CoRR}, volume = {abs/1202.6221}, year = {2012}, url = {http://arxiv.org/abs/1202.6221}, eprinttype = {arXiv}, eprint = {1202.6221}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1202-6221.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1202-6228, author = {Emilie Morvant and Sokol Ko{\c{c}}o and Liva Ralaivola}, title = {PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification}, journal = {CoRR}, volume = {abs/1202.6228}, year = {2012}, url = {http://arxiv.org/abs/1202.6228}, eprinttype = {arXiv}, eprint = {1202.6228}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1202-6228.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asru/RalaivolaFGBD11, author = {Liva Ralaivola and Beno{\^{\i}}t Favre and Pierre Gotab and Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and G{\'{e}}raldine Damnati}, editor = {David Nahamoo and Michael Picheny}, title = {Applying Multiclass Bandit algorithms to call-type classification}, booktitle = {2011 {IEEE} Workshop on Automatic Speech Recognition {\&} Understanding, {ASRU} 2011, Waikoloa, HI, USA, December 11-15, 2011}, pages = {431--436}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ASRU.2011.6163970}, doi = {10.1109/ASRU.2011.6163970}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/asru/RalaivolaFGBD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/TakerkartR11, author = {Sylvain Takerkart and Liva Ralaivola}, title = {{MKPM:} {A} multiclass extension to the kernel projection machine}, booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011}, pages = {2785--2791}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/CVPR.2011.5995657}, doi = {10.1109/CVPR.2011.5995657}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/TakerkartR11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MachartPARG11, author = {Pierre Machart and Thomas Peel and Sandrine Anthoine and Liva Ralaivola and Herv{\'{e}} Glotin}, editor = {Lise Getoor and Tobias Scheffer}, title = {Stochastic Low-Rank Kernel Learning for Regression}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {969--976}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/505\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MachartPARG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/RalaivolaSS10, author = {Liva Ralaivola and Marie Szafranski and Guillaume Stempfel}, title = {Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary {\(\beta\)}-Mixing Processes}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {1927--1956}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1859916}, doi = {10.5555/1756006.1859916}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/RalaivolaSS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/PeelAR10, author = {Thomas Peel and Sandrine Anthoine and Liva Ralaivola}, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {Empirical Bernstein Inequalities for U-Statistics}, booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, pages = {1903--1911}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010/hash/d6ef5f7fa914c19931a55bb262ec879c-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/PeelAR10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/Ralaivola09, author = {Liva Ralaivola}, title = {Semi-supervised bipartite ranking with the normalized Rayleigh coefficient}, booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009, Bruges, Belgium, April 22-24, 2009, Proceedings}, year = {2009}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-136.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/Ralaivola09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/StempfelR09, author = {Guillaume Stempfel and Liva Ralaivola}, editor = {Cesare Alippi and Marios M. Polycarpou and Christos G. Panayiotou and Georgios Ellinas}, title = {Learning SVMs from Sloppily Labeled Data}, booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {5768}, pages = {884--893}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-04274-4\_91}, doi = {10.1007/978-3-642-04274-4\_91}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/StempfelR09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BaillyDR09, author = {Rapha{\"{e}}l Bailly and Fran{\c{c}}ois Denis and Liva Ralaivola}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Grammatical inference as a principal component analysis problem}, 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 = {33--40}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553379}, doi = {10.1145/1553374.1553379}, timestamp = {Tue, 06 Nov 2018 16:58:29 +0100}, biburl = {https://dblp.org/rec/conf/icml/BaillyDR09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KowalskiSR09, author = {Matthieu Kowalski and Marie Szafranski and Liva Ralaivola}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Multiple indefinite kernel learning with mixed norm regularization}, 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 = {545--552}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553445}, doi = {10.1145/1553374.1553445}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/KowalskiSR09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/RalaivolaSS09, author = {Liva Ralaivola and Marie Szafranski and Guillaume Stempfel}, editor = {David A. Van Dyk and Max Welling}, title = {Chromatic PAC-Bayes Bounds for Non-IID Data}, booktitle = {Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida, USA, April 16-18, 2009}, series = {{JMLR} Proceedings}, volume = {5}, pages = {416--423}, publisher = {JMLR.org}, year = {2009}, url = {http://proceedings.mlr.press/v5/ralaivola09a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/RalaivolaSS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0909-1933, author = {Liva Ralaivola and Marie Szafranski and Guillaume Stempfel}, title = {Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary {\textbackslash}beta-Mixing Processes}, journal = {CoRR}, volume = {abs/0909.1933}, year = {2009}, url = {http://arxiv.org/abs/0909.1933}, eprinttype = {arXiv}, eprint = {0909.1933}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0909-1933.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/AzencottKSCRB07, author = {Chlo{\'{e}}{-}Agathe Azencott and Alexandre Ksikes and S. Joshua Swamidass and Jonathan H. Chen and Liva Ralaivola and Pierre Baldi}, title = {One- to Four-Dimensional Kernels for Virtual Screening and the Prediction of Physical, Chemical, and Biological Properties}, journal = {J. Chem. Inf. Model.}, volume = {47}, number = {3}, pages = {965--974}, year = {2007}, url = {https://doi.org/10.1021/ci600397p}, doi = {10.1021/CI600397P}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcisd/AzencottKSCRB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/StempfelR07, author = {Guillaume Stempfel and Liva Ralaivola}, editor = {Marcus Hutter and Rocco A. Servedio and Eiji Takimoto}, title = {Learning Kernel Perceptrons on Noisy Data Using Random Projections}, booktitle = {Algorithmic Learning Theory, 18th International Conference, {ALT} 2007, Sendai, Japan, October 1-4, 2007, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4754}, pages = {328--342}, publisher = {Springer}, year = {2007}, url = {https://doi.org/10.1007/978-3-540-75225-7\_27}, doi = {10.1007/978-3-540-75225-7\_27}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/alt/StempfelR07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/MaheRSV06, author = {Pierre Mah{\'{e}} and Liva Ralaivola and V{\'{e}}ronique Stoven and Jean{-}Philippe Vert}, title = {The Pharmacophore Kernel for Virtual Screening with Support Vector Machines}, journal = {J. Chem. Inf. Model.}, volume = {46}, number = {5}, pages = {2003--2014}, year = {2006}, url = {https://doi.org/10.1021/ci060138m}, doi = {10.1021/CI060138M}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcisd/MaheRSV06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DenisMR06, author = {Fran{\c{c}}ois Denis and Christophe Nicolas Magnan and Liva Ralaivola}, editor = {William W. Cohen and Andrew W. Moore}, title = {Efficient learning of Naive Bayes classifiers under class-conditional classification noise}, booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006}, series = {{ACM} International Conference Proceeding Series}, volume = {148}, pages = {265--272}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1143844.1143878}, doi = {10.1145/1143844.1143878}, timestamp = {Tue, 19 Nov 2019 09:25:06 +0100}, biburl = {https://dblp.org/rec/conf/icml/DenisMR06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RalaivolaDM06, author = {Liva Ralaivola and Fran{\c{c}}ois Denis and Christophe Nicolas Magnan}, editor = {William W. Cohen and Andrew W. Moore}, title = {{CN} = {CPCN}}, booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006}, series = {{ACM} International Conference Proceeding Series}, volume = {148}, pages = {721--728}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1143844.1143935}, doi = {10.1145/1143844.1143935}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/RalaivolaDM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/RalaivolaSSB05, author = {Liva Ralaivola and Sanjay Joshua Swamidass and Hiroto Saigo and Pierre Baldi}, title = {Graph kernels for chemical informatics}, journal = {Neural Networks}, volume = {18}, number = {8}, pages = {1093--1110}, year = {2005}, url = {https://doi.org/10.1016/j.neunet.2005.07.009}, doi = {10.1016/J.NEUNET.2005.07.009}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/RalaivolaSSB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/RalaivolaWB05, author = {Liva Ralaivola and Lin Wu and Pierre Baldi}, title = {{SVM} and pattern-enriched common fate graphs for the game of go}, booktitle = {13th European Symposium on Artificial Neural Networks, {ESANN} 2005, Bruges, Belgium, April 27-29, 2005, Proceedings}, pages = {485--490}, year = {2005}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2005-126.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/RalaivolaWB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismb/SwamidassCBPRB05, author = {Sanjay Joshua Swamidass and Jonathan H. Chen and Jocelyne Bruand and Peter Phung and Liva Ralaivola and Pierre Baldi}, title = {Kernels for small molecules and the prediction of mutagenicity, toxicity and anti-cancer activity}, booktitle = {Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, Detroit, MI, USA, 25-29 June 2005}, pages = {359--368}, year = {2005}, url = {https://doi.org/10.1093/bioinformatics/bti1055}, doi = {10.1093/BIOINFORMATICS/BTI1055}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ismb/SwamidassCBPRB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccb/PerrinRMBMd03, author = {Bruno{-}Edouard Perrin and Liva Ralaivola and Aur{\'{e}}lien Mazurie and Samuele Bottani and Jacques Mallet and Florence d'Alch{\'{e}}{-}Buc}, title = {Gene networks inference using dynamic Bayesian networks}, booktitle = {Proceedings of the European Conference on Computational Biology {(ECCB} 2003), September 27-30, 2003, Paris, France}, pages = {138--148}, year = {2003}, timestamp = {Mon, 27 Oct 2003 15:56:17 +0100}, biburl = {https://dblp.org/rec/conf/eccb/PerrinRMBMd03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Ralaivolad03, author = {Liva Ralaivola and Florence d'Alch{\'{e}}{-}Buc}, editor = {Sebastian Thrun and Lawrence K. Saul and Bernhard Sch{\"{o}}lkopf}, title = {Dynamical Modeling with Kernels for Nonlinear Time Series Prediction}, booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and Whistler, British Columbia, Canada]}, pages = {129--136}, publisher = {{MIT} Press}, year = {2003}, url = {https://proceedings.neurips.cc/paper/2003/hash/8d09e4b85c783cbc30c9b8ae175f2d33-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Ralaivolad03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/Ralaivolad01, author = {Liva Ralaivola and Florence d'Alch{\'{e}}{-}Buc}, editor = {Georg Dorffner and Horst Bischof and Kurt Hornik}, title = {Incremental Support Vector Machine Learning: {A} Local Approach}, booktitle = {Artificial Neural Networks - {ICANN} 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2130}, pages = {322--330}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44668-0\_46}, doi = {10.1007/3-540-44668-0\_46}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/Ralaivolad01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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