Hyperparameter optimization: A spectral approach

Mathematics

• Running Time 100%
• Decision Tree 100%
• Polynomial 50%
• Neural Network 50%
• Orthogonal Polynomial 50%
• Random Search 50%
• Fast Algorithm 50%
• Boolean Function 50%
• Discrete Fourier Transform 50%
• Deep Neural Network 50%
• Bayesian Optimization 50%

Computer Science

• Decision Trees 100%
• Neural Network 50%
• Polynomial Time 50%
• Fast Algorithm 50%
• Efficient Algorithm 50%
• Uniform Sampling 50%
• Computation Time 50%
• Boolean Function 50%
• Compressed Sensing 50%
• Fourier Transform 50%
• Iterative Application 50%
• Deep Neural Network 50%

Keyphrases

• Hyperband Optimization 33%
• Spearmint 33%
• Hyperband 33%
• Training Deep Neural Networks 33%