Sparsity
التناثر البنيوي للمصفوفات
البنية الرياضية غير الكثيفة للمصفوفات حيث تكون النسبة الأكبر من قيم المعلمات والأوزان أصفاراً مطلقة.
Sparsity
Also translated asعدم الكثافة العددية في معلمات النموذج، البنية الشبكية غير المترابطة كلياً
First appears in this corpus in: Optimal Brain Damage (1989)
Appears in these papers
- Adaptive Subgradient Methods for Online Learning and Stochastic Optimization2011in the sky ✦
- Adaptive Subgradient Methods for Online Learning and Stochastic Optimization2011in the sky ✦
- Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding2016in the sky ✦
- Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding2016in the sky ✦
- Amazon.com Recommendations: Item-to-Item Collaborative Filtering2003in the sky ✦
- Regression Shrinkage and Selection via the Lasso1996in the sky ✦
- Regression Shrinkage and Selection via the Lasso1996in the sky ✦
- LightGBM: A Highly Efficient Gradient Boosting Decision Tree2017in the sky ✦
- LightGBM: A Highly Efficient Gradient Boosting Decision Tree2017in the sky ✦
- Optimal Brain Damage1989in the sky ✦
- Optimal Brain Damage1989in the sky ✦
- Rectified Linear Units Improve Restricted Boltzmann Machines2010in the sky ✦
- Rectified Linear Units Improve Restricted Boltzmann Machines2010in the sky ✦
- Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse Code for Natural Images1996in the sky ✦
- Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse Code for Natural Images1996in the sky ✦
- Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity2022in the sky ✦
- XGBoost: A Scalable Tree Boosting System2016in the sky ✦