Your English writing platform
Discover LudwigExact(6)
When we regularize it, we see the sequences generated by (3.6), which use RGPA.
Then we regularize it to find a unique solution by gradient-projection algorithm.
In other words, we keep a large margin between different labeled samples, and in the meanwhile, we use the unlabeled samples to regularize it.
The good news is we can regularize it as ω k + 1 ( i ) = 1 | u k ( i ) | + ϵ, where ϵ > 0 is a small number [28].
(3.5) when regularize it by using RGPA, the sequences generated by (3.5) changed into the following sequence: left { textstylebegin{array}l} u_{n}=J_{r_{n}} I-r_{n}A)(x_{n} I-r_{n}Aalpha_{n}f(x_{n})+(1-alpha_{n})T_{lambda_{n}}(u_{n}),quad forall ninmathbb{N}, end{array}displaystyle right.
(3.15) when regularize it by using RGPA, the sequences generated by (3.15) changed into the following sequences: left { textstylebegin{array}l} u_{n}=J_{r_{n}} I-r_{n}A)(x_{n} I-r_{n}A}=alpha_{n}f(x_{n})+(1-alpha_{n})T_{lambda_{n}}(u_{n}),quad forall ninmathbb{N}, end{array}displaystyle right.
Similar(54)
The Corps looked upon this accomplishment with understandable pride and, without intended diminution of respect for its enemy, issued a statement of victory: "We harnessed it, straightened it, regularized it, shackled it".
As a result, the overcomplete representation in Equation 14 allows us to exchange the estimation of α for the problem of sparse spectrum of each column in (boldsymbol {tilde X}), which can be solved via regularizing it to favor sparse signal fields using the l 1 methodology.
He later helped the People's Republic of China regularize its patent process.
By the time he wanted to regularize his status it was too late.
The dictionary will be learned from data, and it helps regularize the learning of the models since it requires the model parameter vectors to be (sparse) linear combination of the dictionary bases.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com