Hyperparameter

المعلمة الفائقة

الإعدادات الخارجية (بما في ذلك معدل التعلم وحجم الدفعة) التي يحددها المهندس يدوياً قبل التدريب.

Hyperparameter

Also translated asالإعداد الخارجي للتدريب، المحددات الأولية للنموذج

First appears in this corpus in: Some Methods of Speeding Up the Convergence of Iteration Methods (1964)

Appears in these papers

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization2011 in the sky ✦
Adam: A Method for Stochastic Optimization2014 in the sky ✦
Decoupled Weight Decay Regularization2019 in the sky ✦
Intriguing Properties of Neural Networks2014 in the sky ✦
Alpaca: A Strong, Replicable Instruction-Following Model2023 in the sky ✦
A General Reinforcement Learning Algorithm That Masters Chess, Shogi, and Go Through Self-Play2018 in the sky ✦
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift2015 in the sky ✦
Practical Bayesian Optimization of Machine Learning Algorithms2012 in the sky ✦
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework2017 in the sky ✦
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks2017 in the sky ✦
Cyclical Learning Rates for Training Neural Networks2017 in the sky ✦
Continuous Control with Deep Reinforcement Learning2015 in the sky ✦
Denoising Diffusion Probabilistic Models2020 in the sky ✦
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding2016 in the sky ✦
DeepWalk: Online Learning of Social Representations2014 in the sky ✦
Extracting and Composing Robust Features with Denoising Autoencoders2008 in the sky ✦
Human-Level Control Through Deep Reinforcement Learning2015 in the sky ✦
Mastering Diverse Domains Through World Models2023 in the sky ✦
Dueling Network Architectures for Deep Reinforcement Learning2016 in the sky ✦
Fast R-CNN2015 in the sky ✦
Gaussian Processes for Machine Learning2006 in the sky ✦
Gaussian Processes for Machine Learning2006 in the sky ✦
Semi-Supervised Classification with Graph Convolutional Networks2017 in the sky ✦
GloVe: Global Vectors for Word Representation2014 in the sky ✦
Group Normalization2018 in the sky ✦
Highway Networks2015 in the sky ✦
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization2018 in the sky ✦
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization2018 in the sky ✦
Isolation Forest2008 in the sky ✦
Latent Dirichlet Allocation2003 in the sky ✦
LIMA: Less Is More for Alignment2023 in the sky ✦
Symbolic Discovery of Optimization Algorithms2023 in the sky ✦
mixup: Beyond Empirical Risk Minimization2018 in the sky ✦
Some Methods of Speeding Up the Convergence of Iteration Methods1964 in the sky ✦
Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer2022 in the sky ✦
Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer2022 in the sky ✦
Neural Collaborative Filtering2017 in the sky ✦
Neural Ordinary Differential Equations2018 in the sky ✦
Image-to-Image Translation with Conditional Adversarial Networks2017 in the sky ✦
Proximal Policy Optimization Algorithms2017 in the sky ✦
Forecasting at Scale2018 in the sky ✦
Random Forests2001 in the sky ✦
Focal Loss for Dense Object Detection2017 in the sky ✦
RMSProp: Divide the Gradient by a Running Average of Its Recent Magnitude2012 in the sky ✦
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor2018 in the sky ✦
Squeeze-and-Excitation Networks2018 in the sky ✦
SGDR: Stochastic Gradient Descent with Warm Restarts2017 in the sky ✦
Shampoo: Preconditioned Stochastic Tensor Optimization2018 in the sky ✦
On Spectral Clustering: Analysis and an Algorithm2001 in the sky ✦
SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments2020 in the sky ✦
Universal Language Model Fine-Tuning for Text Classification2018 in the sky ✦
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction2018 in the sky ✦
WebGPT: Browser-Assisted Question-Answering with Human Feedback2021 in the sky ✦
Wasserstein GAN2017 in the sky ✦