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Search Results for 'Bengio'

Bengio published presentations and documents on DocSlides.

Journal of Machine Learning Research Submi tted Revised Published Random Search for HyperParameter Optimization James Bergstra JAMES BERGSTRA UMONTREAL CA Yoshua Bengio YOSHUA BENGIO UMONTREAL

Journal of Machine Learning Research Submi tted Revised Published Random Search for HyperParameter Optimization James Bergstra JAMES BERGSTRA UMONTREAL CA Yoshua Bengio YOSHUA BENGIO UMONTREAL

  • pamella-moone
  • 25 Slides

This paper shows empirically and theoretically th...

The Difculty of Training Deep Architectures and the Effect of Unsupervised PreTraining Dumitru Erhan PierreAntoine Manzagol Yoshua Bengio Samy Bengio and Pascal Vincent DIRO Universit e de Montr eal

The Difculty of Training Deep Architectures and the Effect of Unsupervised PreTraining Dumitru Erhan PierreAntoine Manzagol Yoshua Bengio Samy Bengio and Pascal Vincent DIRO Universit e de Montr eal

  • lindy-dunigan
  • 8 Slides

umontrealca Google Mountain View California USA be...

Y.Bengio,G.Mesnil,Y.Dauphin,S.Rifai.BetterMixingviaDeepRepresentations

Y.Bengio,G.Mesnil,Y.Dauphin,S.Rifai.BetterMixingviaDeepRepresentations

  • lois-ondreau
  • 100 Slides

Dr.YoshuaBengio(e-mail:yoshua.bengio@umontreal.ca;...

OntheEquivalencebetweenDeepNADE

OntheEquivalencebetweenDeepNADE

  • megan
  • 15 Slides

andGenerativeStochasticNetworks LiYao,SherjilOzair...

LargeScale Object Classication using Label Relation Graphs Jia Deng Nan Ding Yangqing Jia Andrea Frome Kevin Murphy Samy Bengio Yuan Li Hartmut Neven Hartwig Adam University of Michigan Googl

LargeScale Object Classication using Label Relation Graphs Jia Deng Nan Ding Yangqing Jia Andrea Frome Kevin Murphy Samy Bengio Yuan Li Hartmut Neven Hartwig Adam University of Michigan Googl

  • calandra-battersby
  • 17 Slides

Abstract In this paper we study how to perform ob...

Understanding the difculty of training deep feedforward neural networks Xavier Glorot Yoshua Bengio DIRO Universit e de Montr eal Montr eal Qu ebec Canada Abstract Whereas before it appears that de

Understanding the difculty of training deep feedforward neural networks Xavier Glorot Yoshua Bengio DIRO Universit e de Montr eal Montr eal Qu ebec Canada Abstract Whereas before it appears that de

  • yoshiko-marsland
  • 8 Slides

All these experimen tal results were obtained wit...

Journal of Machine Learning Research Submitted Published A Neural Probabilistic Language Model Yoshua Bengio BENGIOY IRO UMONTREAL CA Rjean Ducharme DUCHARME IRO UMONTREAL CA Pascal Vincent VINC

Journal of Machine Learning Research Submitted Published A Neural Probabilistic Language Model Yoshua Bengio BENGIOY IRO UMONTREAL CA Rjean Ducharme DUCHARME IRO UMONTREAL CA Pascal Vincent VINC

  • tatyana-admore
  • 19 Slides

This is intrinsically dif64257cult because of the...

Journal of Machine Learning Research Submitted Published A Neural Probabilistic Language Model Yoshua Bengio BENGIOY IRO UMONTREAL CA Rjean Ducharme DUCHARME IRO UMONTREAL CA Pascal Vincent VINC

Journal of Machine Learning Research Submitted Published A Neural Probabilistic Language Model Yoshua Bengio BENGIOY IRO UMONTREAL CA Rjean Ducharme DUCHARME IRO UMONTREAL CA Pascal Vincent VINC

  • alexa-scheidler
  • 19 Slides

This is intrinsically dif64257cult because of the...

Generalized Denoising AutoEncoders as Generative Models Yoshua Bengio Li Yao Guillaume Alain and Pascal Vincent epartement dinformatique et recherche op erationnelle Universit e de Montr eal Abstract

Generalized Denoising AutoEncoders as Generative Models Yoshua Bengio Li Yao Guillaume Alain and Pascal Vincent epartement dinformatique et recherche op erationnelle Universit e de Montr eal Abstract

  • lindy-dunigan
  • 9 Slides

This has led to various proposals for sampling fr...

Classication using Discriminative Restricted Boltzmann

Classication using Discriminative Restricted Boltzmann

  • giovanna-bartolotta
  • 8 Slides

umontrealca Yoshua Bengio bengioyiroumontrealca De...

Gupta,Bengio,andWestonaformofcurriculumlearning,thatis,oflearningtodis

Gupta,Bengio,andWestonaformofcurriculumlearning,thatis,oflearningtodis

  • tatiana-dople
  • 100 Slides

TrainingHighlyMulticlassClassifiersP(classi cation...

SymbolicandSubSymbolicSystemsinPeopleandMachinesSimonValentin1BonanZh

SymbolicandSubSymbolicSystemsinPeopleandMachinesSimonValentin1BonanZh

  • jade
  • 2 Slides

ChristopherGLucasOrganizerisLecturerinInformat-ics...

JournalofMachineLearningResearch11201033713408Submitted510Published1

JournalofMachineLearningResearch11201033713408Submitted510Published1

  • barbara
  • 38 Slides

VINCENTLAROCHELLELAJOIEBENGIOANDMANZAGOLofthelayer...

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