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ORCIDBibTeX records: Liva Ralaivola
@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/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}
}
@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}
}
@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/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}
}
@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}
}
@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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