All publications sorted by recency
| 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 |
| , and , On Tracking The Partition Function, in: NIPS'2011, 2011 |
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| , , and , Algorithms for Hyper-Parameter Optimization, in: NIPS'2011, 2011 |
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| , , , and , The Manifold Tangent Classifier, in: NIPS'2011, 2011 |
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| , and , Multi-Tasking with Joint Semantic Spaces for Large-Scale Music Annotation and Retrieval (2011), in: Journal of New Music Research |
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| , , and , Temporal pooling and multiscale learning for automatic annotation and ranking of music audio, in: In Proceedings of the 12th International Conference on Music Information Retrieval (ISMIR’11), Miami, FL, USA, 2011 |
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| , Understanding deep architectures and the effect of unsupervised pre-training, Université de Montréal, 2010 |
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| Learning deep architectures for AI, Now Publishers, 2009 |
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| and , On the Expressive Power of Deep Architectures, in: Proceedings of the 22nd International Conference on Algorithmic Learning Theory, 2011 |
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| , Deep Learning of Representations for Unsupervised and Transfer Learning, in: JMLR W\&CP: Proc. Unsupervised and Transfer Learning challenge and workshop, 2011 |
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| , , , , , , , , , , , and , Unsupervised and Transfer Learning Challenge: a Deep Learning approach, in: JMLR W\& CP: Proceedings of the Unsupervised and Transfer Learning challenge and workshop, 2011 |
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| , , and , Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings, Université De Montréal, 2011 |
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| , Incorporating Complex Cells into Neural Networks for Pattern Classification, Universit{'e} de Montr{'e}al, 2011 |
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| , , and , Learning Structured Embeddings of Knowledge Bases, in: AAAI 2011, 2011 |
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| , , , , , and , Higher Order Contractive Auto-Encoder, in: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2011 |
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| , Partitionnement des emplacements possibles des joueurs sur une carte d'un jeu de type FPS, Université de Montréal, 2001 |
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| , and , Unsupervised Models of Images by Spike-and-Slab RBMs, in: Proceedings of the Twenty-eight International Conference on Machine Learning (ICML'11), 2011 |
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| , and , Large-Scale Learning of Embeddings with Reconstruction Sampling, in: Proceedings of the Twenty-eighth International Conference on Machine Learning (ICML'11), 2011 |
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| , , , and , Contracting Auto-Encoders: Explicit invariance during feature extraction, in: Proceedings of the Twenty-eight International Conference on Machine Learning (ICML'11), 2011 |
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| , and , Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach, in: Proceedings of the Twenty-eight International Conference on Machine Learning (ICML'11), 2011 |
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| , and , Deep Sparse Rectifier Neural Networks, in: JMLR W\&CP: Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2011), 2011 |
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| , , , , , , , , , , , , , , , and , Deep Learners Benefit More from Out-of-Distribution Examples, in: JMLR W\&CP: Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2011), Fort Lauderdale, FL, USA, 2011 |
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| and , Learning features from music audio with deep belief networks, in: Proceedings of the 11th {I}nternational {S}ociety for {M}usic {I}nformation {R}etrieval {C}onference ({ISMIR}), Utrecht, The Netherlands, pages 339--344, 2010 |
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| , , and , Adding noise to the input of a model trained with a regularized objective, Université de Montréal, number 1359, 2011 |
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| , , , , and , Learning invariant features through local space contraction, Université de Montréal - DIRO - LISA, number 1360, 2011 |
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| and , On the Challenge of Learning Long-term Dependencies, CIFAR Workshop on Modelling Sequential Data, 2007 |
| 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 |
