Hugo Larochelle - Concepedia

Author

Hugo Larochelle

Also Known As

Adams, Ryan P., Behbahani, Feryal, Hugo Larochelle, Larochelle, H., Larochelle, H. (Hugo), Larochelle, Hugo, Precup, Doina

185

Publications

61.3K

Citations

H-Index

153

Concepts

All Affiliations

Université de Sherbrooke Université de Montréal Google (United States)University of Toronto Google DeepMind (United Kingdom)

About

Hugo Larochelle is an author at Université de Sherbrooke specializing in engineering, machine learning, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	50	88	41.6K
2	Language Studies	9	9	996
3	Arts	2	2	247
4	Business	1	1	52
5	Education	1	1	83

Hugo Larochelle

108

Publications

47.4K

Citations

H-Index

Page 1

	Year	Citations
Extracting and composing robust features with denoising autoencoders Pascal Vincent, Hugo Larochelle, Yoshua Bengio, EngineeringMachine LearningAutoencodersRobust FeaturesRobust Feature	2008	7.2K
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek, Hugo Larochelle, Ryan P. Adams arXiv (Cornell University) Artificial IntelligenceModel OptimizationHyperparameter EstimationEngineeringMachine Learning	2012	5.6K
Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion Pascal Vincent, Hugo Larochelle, Isabelle Lajoie, Convolutional Neural NetworkEngineeringMachine LearningDeep Belief NetworksAutoencoders	2010	5K
Brain tumor segmentation with Deep Neural Networks Mohammad Havaei, Axel Davy, David Warde-Farley, Medical Image Analysis Neuro-oncologyEngineeringMedical ImagingGliomaBrain Tumor Segmentation	2016	3.2K
Deep learning with coherent nanophotonic circuits Yichen Shen, Nicholas C. Harris, Scott A. Skirlo, Nature Photonics PhotonicsQuantum ScienceEngineeringApplied PhysicsNeuromorphic Engineering	2017	2.9K
Optimization as a Model for Few-Shot Learning Sachin Ravi, Hugo Larochelle International Conference on Learning Representations Artificial IntelligenceFew-shot LearningLearner Neural NetworkDeep Neural NetworksGeneral Initialization	2017	2.4K
Advances in Neural Information Processing Systems 32 (NeurIPS 2019) Hanna Wallach, Hugo Larochelle, Alina Beygelzimer, SPIRE - Sciences Po Institutional REpository	2020	2.4K
Proceedings of The 32nd International Conference on Machine Learning Mathieu Germain, Karol Gregor, Iain Murray, Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining	2015	2K
Autoencoding beyond pixels using a learned similarity metric Anders Larsen, Søren Kaae Sønderby, Hugo Larochelle, Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) Geometric LearningEngineeringMachine LearningAutoencodersVisual Fidelity	2016	1.1K
Exploring Strategies for Training Deep Neural Networks Hugo Larochelle, Yoshua Bengio, Jérôme Louradour, Journal of Machine Learning Research Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningData Science	2009	1.1K

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