All publications
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2003
| and , Extracting Hidden Sense Probabilities from Bitexts, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1231, 2003 |
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| , Généralisation d'algorithmes de réduction de dimension, Université de Montréal, 2003 |
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| , , and , Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets (2003), in: Neural Networks, 16:2(241--250) |
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| , , and , Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets (2003), in: Neural Networks, 16:2 |
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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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| , Les algorithmes d'apprentissage appliqués aux risques financiers, Université de Montréal, 2003 |
| 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 , Manifold Parzen Windows, in: Advances in Neural Information Processing Systems 15 (NIPS'02), pages 825--832, MIT Press, 2003 |
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| , Modèles à Noyaux à Structure Locale, Département d'Informatique et Recherche Opérationnelle, Université de Montréal, 2003 |
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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 , 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 , Quick Training of Probabilistic Neural Nets by Importance Sampling, in: Proceedings of the conference on Artificial Intelligence and Statistics (AISTATS), 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 , Statistical Learning Algorithms Applied to Automobile Insurance Ratemaking (2003), in: CAS Forum, 1:1(179--214) |
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2002
| and , A First Look at Music Composition using LSTM Recurrent Neural Networks, IDSIA, number IDSIA-07-02, 2002 |
| , , and , DEKF-LSTM, in: Proceedings of the 10th European Symposium on Artificial Neural Networks, ESANN 2002, 2002 |
| , Finding Downbeats with a Relaxation Oscillator (2002), in: Psychol. Research, 66:1(18--25) |
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| and , Finding Temporal Structure in Music: Blues Improvisation with LSTM Recurrent Networks, in: Neural Networks for Signal Processing XII, Proceedings of the 2002 IEEE Workshop, pages 747--756, IEEE, 2002 |
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| , , and , Improving Long-Term Online Prediction with Decoupled Extended Kalman Filters, in: {Artificial Neural Networks -- ICANN 2002 (Proceedings)}, pages 1055--1060, Springer, 2002 |
| , , and , Learning Context Sensitive Languages with LSTM Trained with Kalman Filters, in: {Artificial Neural Networks -- ICANN 2002 (Proceedings)}, pages 655--660, Springer, 2002 |
| , and , Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM (2002), in: Neural Computation, 14:9(2039--2041) |
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| and , Learning The Long-Term Structure of the Blues, in: {Artificial Neural Networks -- ICANN 2002 (Proceedings)}, pages 284--289, Springer, 2002 |
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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 , Parallel Mixture of SVMs for Very Large Scale Problem (2002), in: Neural Computation |
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