1![Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li](https://www.pdfsearch.io/img/ae36c4f93e23e3765b7d078374865c19.jpg) | Add to Reading ListSource URL: arxiv.org- Date: 2016-11-23 20:48:17
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2![Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures J. Bergstra Rowland Institute at Harvard 100 Edwin H. Land Boulevard Cambridge, MA 02142, USA Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures J. Bergstra Rowland Institute at Harvard 100 Edwin H. Land Boulevard Cambridge, MA 02142, USA](https://www.pdfsearch.io/img/8c319735c1f776184d7089615b74ef40.jpg) | Add to Reading ListSource URL: jmlr.org- Date: 2013-08-14 01:36:42
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3![An Efficient Approach for Assessing Hyperparameter Importance Frank Hutter University of Freiburg, Freiburg, GERMANY FH @ INFORMATIK . UNI - FREIBURG . DE An Efficient Approach for Assessing Hyperparameter Importance Frank Hutter University of Freiburg, Freiburg, GERMANY FH @ INFORMATIK . UNI - FREIBURG . DE](https://www.pdfsearch.io/img/d5b2ed41e29ac1077603ac67e2141c94.jpg) | Add to Reading ListSource URL: www.cs.ubc.ca- Date: 2014-01-11 02:51:41
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4![Efficient and Robust Automated Machine Learning Matthias Feurer Aaron Klein Katharina Eggensperger Jost Tobias Springenberg Efficient and Robust Automated Machine Learning Matthias Feurer Aaron Klein Katharina Eggensperger Jost Tobias Springenberg](https://www.pdfsearch.io/img/9363415f01ee8d64f71c3134517d51e3.jpg) | Add to Reading ListSource URL: papers.nips.ccLanguage: English - Date: 2016-01-30 21:34:03
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5![Despite the popularity and superior performance of Gaussian-kernel support vector machine (SVM), the two hyperparameters sigma (scale) and C (tradeoff) remain hard to be tuned. Many techniques have been developed to addr Despite the popularity and superior performance of Gaussian-kernel support vector machine (SVM), the two hyperparameters sigma (scale) and C (tradeoff) remain hard to be tuned. Many techniques have been developed to addr](https://www.pdfsearch.io/img/ee3cbe5782ab86a74e74f47ea569efa6.jpg) | Add to Reading ListSource URL: mmds-data.orgLanguage: English - Date: 2016-06-23 15:50:48
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6![Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation Tool arXiv:1607.08878v1 [cs.NE] 29 Jul 2016 Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation Tool arXiv:1607.08878v1 [cs.NE] 29 Jul 2016](https://www.pdfsearch.io/img/645ef42f31ad58bea8b654cc6c497ed5.jpg) | Add to Reading ListSource URL: arxiv.orgLanguage: English - Date: 2016-07-31 20:28:45
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7![Speeding up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves Speeding up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves](https://www.pdfsearch.io/img/2cfd3bb72e0bc2b95c6171559074135d.jpg) | Add to Reading ListSource URL: ijcai.orgLanguage: English - Date: 2016-02-13 07:15:40
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8![September 14, :56 WSPC - Proceedings Trim Size: 9.75in x 6.5in September 14, :56 WSPC - Proceedings Trim Size: 9.75in x 6.5in](https://www.pdfsearch.io/img/ba43709ce21214cad01ca76c0edde057.jpg) | Add to Reading ListSource URL: www.jsbi.orgLanguage: English - Date: 2009-12-21 01:59:54
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9![output/maye11bayesian.dvi output/maye11bayesian.dvi](https://www.pdfsearch.io/img/7a00b44e54a2bca4349d74295ea81c41.jpg) | Add to Reading ListSource URL: europa.informatik.uni-freiburg.deLanguage: English - Date: 2012-02-24 09:20:37
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10![326 IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 17, NO. 3, MARCH 2008 Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation 326 IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 17, NO. 3, MARCH 2008 Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation](https://www.pdfsearch.io/img/e907994a8961b9e4d1053f2924383caa.jpg) | Add to Reading ListSource URL: decsai.ugr.esLanguage: English - Date: 2008-02-28 03:58:00
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