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Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures.

, , and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 115-123. JMLR.org, (2013)

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Predicting genre labels for artist using FreeDB., , and . ISMIR, page 85-88. (2006)Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures., , and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 115-123. JMLR.org, (2013)Unsupervised Models of Images by Spikeand-Slab RBMs., , and . ICML, page 1145-1152. Omnipress, (2011)Theano: A Python framework for fast computation of mathematical expressions, , , , , , , , , and 103 other author(s). (2016)cite arxiv:1605.02688Comment: 19 pages, 5 figures.Preface., , , and . SciPy, page 1-. scipy.org, (2014)Algorithms for Hyper-Parameter Optimization., , , and . NIPS, page 2546-2554. (2011)Algorithms for Hyper-parameter Optimization, , , and . Proceedings of the 24th International Conference on Neural Information Processing Systems, page 2546--2554. USA, Curran Associates Inc., (2011)Challenges in representation learning: A report on three machine learning contests., , , , , , , , , and 18 other author(s). Neural Networks, (2015)Nengo: a Python tool for building large-scale functional brain models., , , , , , , , and . Frontiers Neuroinformatics, (2013)Quadratic Features and Deep Architectures for Chunking., , and . HLT-NAACL (Short Papers), page 245-248. The Association for Computational Linguistics, (2009)