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Hyperparameter Optimization

Papers archive 2025-07-28

archive papers tagged: 813 · with a code link: 339 · where Syntology ran a sample: 90 (75 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (90 of 813 tagged: 75 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)

Page 9 of 9: papers 801 to 813 of 813, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• When Hyperparameters Help: Beneficial Parameter Combinations in Distributional Semantic Models
  1 Aug 2016 0 repositories listed
• Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training
  31 Jul 2016 0 repositories listed
• Bayesian Hyperparameter Optimization for Ensemble Learning
  20 May 2016 0 repositories listed
• Evaluation System for a Bayesian Optimization Service
  19 May 2016 0 repositories listed
• CMA-ES for Hyperparameter Optimization of Deep Neural Networks
  25 Apr 2016 0 repositories listed
• A Stratified Analysis of Bayesian Optimization Methods
  31 Mar 2016 0 repositories listed
• No Regret Bound for Extreme Bandits
  12 Aug 2015 0 repositories listed
• Learning Structural Kernels for Natural Language Processing
  10 Aug 2015 0 repositories listed
• Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images
  1 Jun 2014 0 repositories listed
• ParamILS: An Automatic Algorithm Configuration Framework
  15 Jan 2014 0 repositories listed
• Hyperparameter Optimization and Boosting for Classifying Facial Expressions: How good can a "Null" Model be?
  14 Jun 2013 0 repositories listed
• Conditional Neural Fields
  1 Dec 2009 0 repositories listed
• Rethinking LDA: Why Priors Matter
  1 Dec 2009 0 repositories listed