Keywords:
Publications of Samy Bengio sorted by first author
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| SVMTorch: Support Vector Machines for Large-Scale Regression Problems, and , in: Journal of Machine Learning Research, 1, 2001 |
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| On the Convergence of SVMTorch, an Algorithm for Large-Scale Regression Problems, and , Idiap-RR-24-2000 |
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| Support Vector Machines for Large-Scale Regression Problems, and , Idiap-RR-17-2000 |
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| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Neural Computation, 14(05), 2002 |
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| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , Idiap-RR-12-2001 |
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| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Advances in Neural Information Processing Systems, NIPS 14, MIT Press, 2002 |
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| Torch: a modular machine learning software library, , and , Idiap-RR-46-2002 |
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| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 17(3), 2003 |
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| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Workshop on Pattern Recognition with Support Vector Machines, SVM'2002, 2002 |
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| Scalability Analysis of Audio-Visual Person Identity Verification, , , and , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
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| Scalability Analysis of Audio-Visual Person Identity Verification, , , and , Idiap-RR-04-2003 |
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| Evaluation of Formant-Like Features for Automatic Speech Recognition, , , , , and , in: Journal of the Acoustical Society of America (JASA), 116(3), 2004 |
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| Evaluation of formant-like features for automatic speech recognition, , , , , and , Idiap-RR-08-2003 |
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| Gradient estimates of return distributions, and , in: PASCAL Workshop on Principled Methods of Trading Exploration and Exploitation, 2005 |
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| Boosting word error rates, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2005 |
| Online Policy Adaptation for Ensemble Classifiers, and , in: Neurocomputing, 2005 |
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| Gradient estimates of return, and , Idiap-RR-29-2005 |
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| Estimates of Parameter Distributions for Optimal Action Selection, and , Idiap-RR-72-2004 |
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| Boosting HMMs with an application to speech recognition, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004 |
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| Online Policy Adaptation for Ensemble Classifiers, and , in: 12th European Symposium on Artificial Neural Networks, ESANN 04, 2004 |
| Boosting word error rates, and , Idiap-RR-49-2004 |
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| Online Policy Adaptation for Ensemble Classifiers, and , Idiap-RR-69-2003 |
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| Boosting HMMs with an application to speech recognition, and , Idiap-RR-41-2003 |
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| Online Policy Adaptation for Ensemble Classifiers, and , Idiap-RR-69-2003 |
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| Online Policy Adaptation for Ensemble Algorithms, and , Idiap-RR-28-2002 |
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| On automatic annotation of meeting databases, , , , and , in: IEEE International Conference on Image Processing (ICIP), 2003 |
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| On automatic annotation of meeting databases, , , , and , Idiap-RR-06-2003 |
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| Detecting Group Interest-level in Meetings, , , and , in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2005 |
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| Detecting Group Interest-level in Meetings, , , and , Idiap-RR-51-2004 |
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| Modeling Interactions from Email Communication, , and , in: Proc. IEEE International Conference on Multimedia & Expo (ICME,',','), 2006, 2006 |
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| Extracting Information from Multimedia Meeting Collections, , and , in: 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005 |
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| Extracting Information from Multimedia Meeting Collections, , and , Idiap-RR-50-2005 |
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| Local Machine Learning Models for Spatial Data Analysis, and , in: Journal of Geographic Information and Decision Analysis, 4(01), 2000 |
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| Local Machine Learning Models for Spatial Data Analysis, and , Idiap-RR-34-2000 |
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| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002 |
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| Estimation of Conditional Distributions using Gaussian Mixture Models, , and , Idiap-RR-03-2002 |
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| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , Idiap-RR-12-2002 |
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| Investigating Lexical Substitution Scoring for Subtitle Generation, , , , and , in: Proceedings of the 10th Conference on Computational Natural Language Learning (CoNLL)., 2006 |
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| Investigating Lexical Substitution Scoring for Subtitle Generation, , , , and , Idiap-RR-36-2006 |
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| A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification, , and , in: Advances in Neural Information Processing Systems, NIPS 15, 2005 |
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| A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification, , and , Idiap-RR-26-2005 |
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| A Discriminative Kernel-based Model to Rank Images from Text Queries, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), X, 2008 |
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| Learning the Inter-frame Distance for Discriminative Template-based Keyword Detection, and , in: International Conference on Speech Communication and Technology (INTERSPEECH), 2007 |
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| A Discriminative Kernel-based Model to Rank Images from Text Queries, and , Idiap-RR-38-2007 |
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| Learning the Inter-frame Distance for Discriminative Template-based Keyword Detection, and , Idiap-RR-15-2007 |
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| A Neural Network to Retrieve Images from Text Queries, and , in: International Conference on Artificial Neural Networks (ICANN), 2006 |
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| A Neural Network to Retrieve Images from Text Queries, and , Idiap-RR-33-2006 |
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| A Discriminative Decoder for the Recognition of Phoneme Sequences, and , Idiap-RR-67-2005 |
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| Exploiting Hyperlinks to Learn a Retrieval Model, and , in: NIPS Workshop on Learning to Rank, 2005 |
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| Inferring Document Similarity from Hyperlinks, and , in: ACM Conference on Information and Knowledge Management, 2005 |
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