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All publications by Florence D'alché-buc
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Semi-supervised Penalized Output Kernel Regression for Link Prediction
Céline Brouard, Marie Szafranski and Florence D'alché-buc
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Gradient boosting for kernelized output spaces
Pierre Geurts, Louis Wehenkel and Florence D'alché-buc
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Kernelizing the output of tree-based methods
Pierre Geurts, Louis Wehenkel and Florence D'alché-buc
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Dynamical Modeling with Kernels for Nonlinear Time Series Prediction
Liva Ralaivola and Florence D'alché-buc
Advances in Neural Information Processing Systems 16, 2003


Semi-supervised MarginBoost
Florence D'alché-buc, Yves Grandvalet and Christophe Ambroise
Advances in Neural Information Processing Systems 14, 2001