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 What is Holding Back Convnets for Detection?German Conference on Pattern Recognition (DAGM), 2015 |
 Integrated Inference and Learning of Neural Factors in Structural
Support Vector MachinesPattern Recognition (PR), 2015 |
 Training Very Deep NetworksNeural Information Processing Systems (NeurIPS), 2015 |
 Adaptive Normalized Risk-Averting Training For Deep Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2015 |
 Cyclical Learning Rates for Training Neural NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2015 |
 Learning with hidden variablesCurrent Opinion in Neurobiology (Curr Opin Neurobiol), 2015 |
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 Explorations on high dimensional landscapesInternational Conference on Learning Representations (ICLR), 2014 |
 FitNets: Hints for Thin Deep NetsInternational Conference on Learning Representations (ICLR), 2014 |
 Qualitatively characterizing neural network optimization problemsInternational Conference on Learning Representations (ICLR), 2014 |
 On the Stability of Deep NetworksInternational Conference on Learning Representations (ICLR), 2014 |
 New insights and perspectives on the natural gradient methodJournal of machine learning research (JMLR), 2014 |
 The Loss Surfaces of Multilayer NetworksInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2014 |
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 Knowledge Matters: Importance of Prior Information for OptimizationJournal of machine learning research (JMLR), 2013 |
