All publications sorted by recency
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| , and , Parallel Mixture of SVMs for Very Large Scale Problem (2002), in: Neural Computation |
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| , New Distributed Probabilistic Language Models, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1215, 2002 |
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| , , and , A Neural Probabilistic Language Model (2003), in: Journal of Machine Learning Research, 3(1137--1155) |
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| and , Bias Learning, Knowledge Sharing (2003), in: IEEE Transaction on Neural Networks, 14:4(748--765) |
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| and , Manifold Parzen Windows, in: Advances in Neural Information Processing Systems 15 (NIPS'02), pages 825--832, MIT Press, 2003 |
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| and , Extensions to Metric-Based Model Selection (2003), in: Journal of Machine Learning Research |
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| , and , Learning Eigenfunctions of Similarity: Linking Spectral Clustering and Kernel PCA, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1232, 2003 |
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| , and , Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1238, 2003 |
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| and , Extracting Hidden Sense Probabilities from Bitexts, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1231, 2003 |
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| , , , , and , Spectral Clustering and Kernel PCA are Learning Eigenfunctions, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1239, 2003 |
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| and , Locally Weighted Full Covariance Gaussian Density Estimation, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1240, 2003 |
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| , , , , and , Statistical Learning Algorithms Applied to Automobile Insurance Ratemaking (2003), in: CAS Forum, 1:1(179--214) |
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| and , No Unbiased Estimator of the Variance of K-Fold Cros-Validation, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1234, 2003 |
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| and , No Unbiased Estimator of the Variance of K-Fold Cross-Validation, in: Advances in Neural Information Processing Systems 16 (NIPS'03), MIT Press, 2004 |
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| and , No Unbiased Estimator of the Variance of K-Fold Cross-Validation (2004), in: Journal of Machine Learning Research, 5(1089--1105) |
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| , , , , and , Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering, in: Advances in Neural Information Processing Systems 16 (NIPS'03), 2004 |
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| , , , , and , Learning eigenfunctions links spectral embedding and kernel PCA (2004), in: Neural Computation, 16:10(2197--2219) |
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| and , Discovering shared structure in manifold learning, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1250, 2004 |
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| , , , and , Locally Linear Embedding for dimensionality reduction in QSAR (2004), in: Journal of Computer-Aided Molecular Design, 18(475--482) |
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| , and , Efficient Non-Parametric Function Induction in Semi-Supervised Learning, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1247, 2004 |
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| and , Implantation et analyse d'un modèle graphique à entraînement supervisé, semi-supervisé et non-supervisé pour la désambiguïsation sémantique, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1252, 2004 |
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| , and , Efficient Non-Parametric Function Induction in Semi-Supervised Learning, in: Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics (AISTATS'05), Savannah Hotel, Barbados, pages 96--103, Society for Artificial Intelligence and Statistics, 2005 |
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| and , Semi-supervised Learning by Entropy Minimization, in: Advances in Neural Information Processing Systems 17 (NIPS'04), pages 529--236, 2005 |
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| , and , Brain Inspired Reinforcement Learning, in: Advances in Neural Information Processing Systems 17 (NIPS'04), pages 1129--1136, 2005 |
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| and , Non-Local Manifold Tangent Learning, in: Advances in Neural Information Processing Systems 17 (NIPS'04), pages 129--136, 2005 |
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| 1-25 | 26-50 | 51-75 | 76-100 | 101-125 | 126-150 | 151-175 | 176-200 | 201-225 | 226-250 | 251-275 | 276-300 | 301-325 | 326-350 | 351-375 | 376-400 | 401-425 | 426-450 | 451-475 | 476-500 | 501-525 | 526-526 |
