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The proposed family is based on minimizing the general least mean cost function via stochastic gradient optimization.
As noted in their paper, this is equivalent to minimizing the general form of cross-entropy (4) with soft targets.
While SPECA is flexible for the number K of communities, it partitions a graph iteratively into K communities by minimizing the general cut each time according to the adjacent matrix.
For NOC training, an off-line training procedure based on backpropagation through time algorithm is developed to minimize the general quadratic cost function in forward and backward pass stages.
You can minimize the general noise made by a dryer or washer by placing kitchen sponges under corners that come in contact with the floor or other surface.
This facilitated rapid generation of the letter of invitation and minimized the burden on general practices.
At one point on Thursday, while delivering a somewhat rambling answer about his tax returns, Mr. Romney explicitly invoked the idea that he wanted to be careful about his disclosures so as to minimize the potential general election fall-out.
As my colleague Nate Silver noted at the time, Romney deliberately avoided "direct confrontation with his opponents," gave "evasive answers on issues ranging from his tax returns to the role of 'Super PACs,' " and even "explicitly invoked the idea that he wanted to be careful about his disclosures so as to minimize the potential general election fall-out".
Each clinician serving as his/her own control minimized the effect of variability in general medical knowledge.
Moon Ha Yong, director general of policy planning at South Korea's Ministry of Foreign Affairs, minimized the differences in approach to North Korea.
Recruitment can be successfully achieved in General Practice through design of the research project to facilitate recruitment, minimize the impact on general practice operations and ensure special care in enrolling and maintaining subjects in the project.
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