Publications of Yoshua Bengio
2023
| Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks, , , , and , in: Under review, 2023 |
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| Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models, , , , , and , in: Under review, 2023 |
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2011
| Learning Structured Embeddings of Knowledge Bases, , , and , in: Conference on Artificial Intelligence, 2011 |
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2003
| Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model, and , Idiap-RR-35-2003 |
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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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2002
| 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 , in: Advances in Neural Information Processing Systems, NIPS 14, MIT Press, 2002 |
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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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2001
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , Idiap-RR-12-2001 |
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2000
| 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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| Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, and , Idiap-RR-01-2000 |
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