Liva Ralaivola
Orcid: 0000-0002-4571-1119
According to our database1,
Liva Ralaivola
authored at least 60 papers
between 2001 and 2024.
Collaborative distances:
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Bibliography
2024
Trans. Mach. Learn. Res., 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Proceedings of the International Conference on Machine Learning, 2023
2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Mach. Learn., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Recovery and Convergence Rate of the Frank-Wolfe Algorithm for the m-Exact-Sparse Problem.
IEEE Trans. Inf. Theory, 2019
Learning Rich Event Representations and Interactions for Temporal Relation Classification.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
2018
2017
Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2017
Risk upper bounds for general ensemble methods with an application to multiclass classification.
Neurocomputing, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
2016
2015
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso.
IEEE Trans. Signal Process., 2015
Greedy methods, randomization approaches and multi-arm bandit algorithms for efficient sparsity-constrained optimization.
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Reward-based online learning in non-stationary environments: Adapting a P300-speller with a "backspace" key.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Online multiclass learning with "bandit" feedback under a Passive-Aggressive approach.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
2014
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
2012
Proceedings of the 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
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012
PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification.
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
2010
Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary β-Mixing Processes.
J. Mach. Learn. Res., 2010
Proceedings of the 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, 2010
2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary \beta-Mixing Processes
CoRR, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
2007
One- to Four-Dimensional Kernels for Virtual Screening and the Prediction of Physical, Chemical, and Biological Properties.
J. Chem. Inf. Model., 2007
Proceedings of the Algorithmic Learning Theory, 18th International Conference, 2007
2006
J. Chem. Inf. Model., 2006
Efficient learning of Naive Bayes classifiers under class-conditional classification noise.
Proceedings of the Machine Learning, 2006
2005
Kernels for small molecules and the prediction of mutagenicity, toxicity and anti-cancer activity.
Proceedings of the Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Gene networks inference using dynamic Bayesian networks.
Proceedings of the European Conference on Computational Biology (ECCB 2003), 2003
2001
Proceedings of the Artificial Neural Networks, 2001