Examples of using Regularization in English and their translations into Vietnamese
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This is called Regularization.
Regularization for avoiding overfitting.
This is known as regularization.
Regularization of cholesterol and uric acid levels.
The particular kind used byridge regression is known as L2 regularization.
Regularization can be used to avoid overfitting.
For linear regression, L2 regularization was called Ridge regression.
Regularization of documents after returning to Brazil.
Batch Normalization also acts as a form of regularization that helps to minimize overfitting.
It needs regularization and some rules so that it becomes completely full-proof.
It is granted to aforeigner who visited Nigeria using the Subject to Regularization(STR) Visa.
I have listed regularization algorithms here because they are popular, powerful.
Julian Schwinger,Richard Feynman and Shin'ichiro Tomonaga tackled the problem of regularization, and developed techniques which became known as renormalization.
In 2005, a regularization program increased the legal immigrant population by 700,000 people.
If we set alpha too low,we again remove the effect of regularization and end up with a result similar to LinearRegression.
Another regularization method is the least absolute shrinkage and selection operator,“LASSO”(Tibshirani, 1996).
With the improvement of social security awareness and the regularization of law enforcement, evidence is particularly important in many situations.
Regularization methods such as weight decay(-regularization) or sparsity(-regularization) can be applied during training to help combat overfitting.[78] A more recent regularization method applied to DNNs is dropout regularization.
In an interview last March,Fellay said that the discussions towards regularization of the society are still ongoing, and with the support of the pope.
The verification and regularization process began with the approval of the new law on construction and site management of worship, ratified by the Egyptian Parliament almost three years ago, on 30 August 2016.
Jose Mourinho, who lived in Spain from June 2010 until May 2013, paid more than 26 million euros in taxes, with an average tax rate over 41 per cent,and accepted the regularization proposals made by the Spanish tax authorities in 2015 regarding the years of 2011 and 2012 and entered into a settlement agreement regarding 2013.”.
The consequence of l1 regularization is that when using the Lasso, some coefficients are exactly zero.
In practice, it was found that this procedure, called dimensional regularization and renormalization is also convenient for carrying out technically complicated calculations of loop diagrams.
Similarly to Ridge, the Lasso also has a regularization parameter alpha that controls how strongly coefficients are pushed towards zero.
In the next blog, I will be talking about regularization methods to reduce overfitting and gradient checking- a trick to make debugging simpler!
There are lots of small best practices,ranging from simple tricks like initializing weights, regularization to slightly complex techniques like cyclic learning rates that can make training and debugging neural nets easier and efficient.