Keywords:
Publications of Samy Bengio sorted by journal and type
Publications of type Idiap-RR
2000
| Learning the Decision Function for Speaker Verification, and , Idiap-RR-40-2000 |
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| Local Machine Learning Models for Spatial Data Analysis, and , Idiap-RR-34-2000 |
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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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| Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, and , Idiap-RR-01-2000 |
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Publications of type Idiap-Com
2003
| Meeting Data Collection Specifications, , and , Idiap-Com-10-2003 |
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2002
| The MNIST Database of Handwritten upper-case letters, and , Idiap-Com-04-2002 |
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Computer Speech & Language
| Robust Speech Recognition and Feature Extraction Using HMM2, , , and , in: Computer Speech & Language, 17(2-3), 2003 |
{IEEE} Pattern Analysis and Machine intelligence
| Performance Generalization in Biometric Authentication Using Joint User-Specific and Sample Bootstraps, , and , in: IEEE Pattern Analysis and Machine intelligence, 2007 |
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{IEEE} Signal Processing Letters, Volume 12
| A Unified Framework for Score Normalization Techniques Applied to Text Independent Speaker Verification, and , in: IEEE Signal Processing Letters, Volume 12, 12(7), 2005 |
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IEEE Trans. on Signal Processing
| How Do Correlation and Variance of Base-Experts Affect Fusion in Biometric Authentication Tasks?, and , in: IEEE Trans. on Signal Processing, 2005 |
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{IEEE} Transaction on Neural Networks special issue on data mining and knowledge discovery
| Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, and , in: IEEE Transaction on Neural Networks special issue on data mining and knowledge discovery, 2000 |
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{IEEE} {T}ransaction on {S}ignal {P}rocessing
| User Authentication via Adapted Statistical Models of Face Images, , and , in: IEEE Transaction on Signal Processing, 2005 |
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IEEE Transactions on Pattern Analysis and Machine Intelligence
| Offline Recognition of Unconstrained Handwritten Texts Using HMMs and Statistical Language Models, , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(6), 2004 |
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IEEE Transactions on Pattern Analysis and Machine Intelligence (to appear)
| Automatic Analysis of Multimodal Group Actions in Meetings, , , , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence (to appear), 2004 |
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IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
| 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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Image and Vision Computing Journal
| Measuring the Performance of Face Localization Systems, , , and , in: Image and Vision Computing Journal, 24(8), 2006 |
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Information Fusion
| Multimodal Speech Processing Using Asynchronous Hidden Markov Models, , in: Information Fusion, 5(2), 2004 |
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| Confidence Measures for Multimodal Identity Verification, , , and , in: Information Fusion, 3(04), 2002 |
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International Journal on Pattern Recognition and Artificial Intelligence ({IJPRAI})
| 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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Journal of Geographic Information and Decision Analysis
| Local Machine Learning Models for Spatial Data Analysis, and , in: Journal of Geographic Information and Decision Analysis, 4(01), 2000 |
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Journal of Machine Learning Research
| SVMTorch: Support Vector Machines for Large-Scale Regression Problems, and , in: Journal of Machine Learning Research, 1, 2001 |
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Journal of the Acoustical Society of America (JASA)
| 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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Neural Computation
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Neural Computation, 14(05), 2002 |
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Neurocomputing
| Online Policy Adaptation for Ensemble Classifiers, and , in: Neurocomputing, 2005 |
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Pattern Recognition
| A Kernel Trick For Sequences Applied to Text-Independent Speaker Verification Systems, and , in: Pattern Recognition, 2007 |
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Pattern Recognition (in press)
| On transforming statistical models for non-frontal face verification, , and , in: Pattern Recognition (in press), 2005 |
[DOI] |
Pattern Recognition Journal
| Database, Protocol and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication, and , in: Pattern Recognition Journal, 2005 |
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Pattern Recognition Letters
| Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition, and , in: Pattern Recognition Letters, 23(8), 2002 |
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Speech Communication
| Discriminative Keyword Spotting, , and , in: Speech Communication, 51(4), 2009 |
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Publications of type Book
2008
| Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, and , John Wiley & Sons, 2008 |
2002
| Proceedings of the Twelfth IEEE Workshop on Neural Networks for Signal Processing (NNSP), IEEE Press, 2002 |
Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods (2009)
| A Kernel Wrapper for Phoneme Sequence Recognition, and , in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009 |
| A Large Margin Algorithm for Forced Alignment, , , and , in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009 |
| A Proposal for a Kernel-based Algorithm for Large Vocabulary Continuous Speech Recognition, , in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009 |
| Discriminative Keyword Spotting, , and , in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009 |
The Handbook of Brain Theory and Neural Networks: The Second Edition (2002)
| Hidden Markov Models and other Finite State Automata for Sequence Processing, and , in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002 |
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Mathematical Foundations of Speech Processing and Recognition (2002)
| Towards Robust and Adaptive Speech Recognition Models, , and , in: Mathematical Foundations of Speech Processing and Recognition, Springer-Verlag, 2002 |
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25th International Conference on Machine Learning (ICML) (2008)
| A Distance Model for Rhythms, , , and , in: 25th International Conference on Machine Learning (ICML), 2008 |
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{NIPS} Workshop on Brain, Music and Cognition (2007)
| A Generative Model for Rhythms, , , and , in: NIPS Workshop on Brain, Music and Cognition, 2007 |
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European Symposium on Artificial Neural Networks, {ESANN} (2007)
| A supervised learning approach based on STDP and polychronization in spiking neuron networks, , and , in: European Symposium on Artificial Neural Networks, ESANN, 2007 |
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7th International Workshop on Multiple Classifier Systems, {MCS} (2007)
| Biometric Person Authentication IS A Multiple Classifier Problem, and , in: 7th International Workshop on Multiple Classifier Systems, MCS, 2007 |
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Workshop on Non-Linear Speech Processing (2007)
| Discriminative Keyword Spotting, , and , in: Workshop on Non-Linear Speech Processing, Paris, France, 2007 |
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International Conference on Speech Communication and Technology {(INTERSPEECH)} (2007)
| 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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European Conference on Machine Learning {(ECML)} (2006)
| A Discriminative Approach for the Retrieval of Images from Text Queries, , and , in: European Conference on Machine Learning (ECML), 2006 |
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Second Workshop on Multimodal User Authentication, {MMUA} (2006)
| A Max Kernel For Text-Independent Speaker Verification Systems, and , in: Second Workshop on Multimodal User Authentication, MMUA, 2006 |
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International Conference on Artificial Neural Networks {(ICANN)} (2006)
| A Neural Network to Retrieve Images from Text Queries, and , in: International Conference on Artificial Neural Networks (ICANN), 2006 |
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The 9th International Conference on Spoken Language Processing (INTERSPEECH) (2006)
| Discriminative Kernel-Based Phoneme Sequence Recognition, , , , and , in: The 9th International Conference on Spoken Language Processing (INTERSPEECH), Pittsburgh, PA, 2006 |
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In the Eighth International Conference on Multimodal Interfaces (ICMI'06) (2006)
| Exploring Contextual Information in a Layered Framework for Group Action Recognition, , and , in: In the Eighth International Conference on Multimodal Interfaces (ICMI'06), 2006 |
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Proceedings of the 10th Conference on Computational Natural Language Learning ({CoNLL}). (2006)
| 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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