All publications not assigned to a topic sorted by recency
| , and , Improving first and second-order methods by modeling uncertainty, in: Optimization for Machine Learning, MIT Press, 2011 |
| , , and , A Generative Process for Sampling Contractive Auto-Encoders, in: ICML'2012, Edinburgh, Scotland, U.K., 2012 |
| , and , Sampled Reconstruction for Large-Scale Learning of Embeddings (2011), in: Proceedings of the Twenty-eight International Conference on Machine Learning (ICML'11) |
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| , , and , Learning Algorithms for the Classification Restricted Boltzmann Machine (2012), in: JMLR, 13(643-669) |
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| , Apprentissage machine efficace : théorie et pratique, University of Montreal, 2012 |
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| , and , On Training Deep Boltzmann Machines, Université de Montréal, number arXiv:1203.4416v1, 2012 |
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| , Evolving Culture vs Local Minima, Université de Montréal, number ArXiv 1203.2990v1, 2012 |
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| , and , Learning tags that vary within a song, in: In Proceedings of the 11th International Conference on Music Information Retrieval (ISMIR), pages 399--404, 2010 |
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| , , , , , and , Contextual tag inference (2011), in: ACM Transactions on Multimedia Computing, Communications and Applications, 7S(32:1–32:18) |
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| Deep Learning of Representations, in: Handbook on Neural Information Processing, Springer: Berlin Heidelberg, 2012 |
| and , Important Gains from Supervised Fine-Tuning of Deep Architectures on Large Labeled Sets, NIPS'2010 Deep Learning and Unsupervised Feature Learning Workshop, 2010 |
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| , , and , Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing (2012), in: Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS) |
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| , , , , and , pylearn2, 2011 |
| , , , and , A High-Order Feature Synthesis and Selection Algorithm Applied to Insurance Risk Modelling (2011), in: International Journal of Business Intelligence and Data Mining, 6:3(237 - 258) |
| , A Connection between Score Matching and Denoising Autoencoders (2011), in: Neural Computation, 23:7(1661-1674) |
| and , A neurodynamical model for working memory (2011), in: Neural Networks, 24:2(199-207) |
| , , , , , , , , , and , Theano: Deep Learning on GPUs with Python, in: Big Learn workshop, NIPS'11, 2011 |
| , , , and , A Common GPU n-Dimensional Array for Python and C, in: Big Learn workshop, NIPS'11, 2011 |
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| NIPS'11, in: NIPS 24, -1 |
| Advances in Neural Information Processing Systems 24 (NIPS'11), in: NIPS 24, -1 |
| http://www.iro.umontreal.ca/~lisa/publications2/index.php/publications/show/518, in: Advances in Neural Information Processing Systems 24 (NIPS'11), -1 |
| , and , Spike-and-Slab Sparse Coding for Unsupervised Feature Discovery, in: NIPS Workshop on Challenges in Learning Hierarchical Models, 2011 |
| and , Random Search for Hyper-Parameter Optimization (2012), in: Journal of Machine Learning Research, 13(281--305) |
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| and , Shallow vs. Deep Sum-Product Networks, in: Advances in Neural Information Processing Systems 24 (NIPS'11), 2011 |
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| , and , On Tracking The Partition Function, in: NIPS'2011, 2011 |
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