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We do this by augmenting the original set of XFDs with additional XFDs generated from the structure of the DTD.
This is achieved by augmenting the original probability model on data and parameters to a probability model on data, parameters and actions in such a way that the marginal distribution on the actions is proportional to expected utility.
One might also ask, however, if the current practice of augmenting the original content of an artist's LP with material not deemed worthy of release by the artist at the time in order to fill up a CD or set of CD's creates any less of a moral issue.
This latest posthumous repackage involves replacing or augmenting the original arrangements of 14 Elvis performances with new orchestrations, mostly to the songs' detriment: both the snake-hipped sway of "It's Now Or Never" and the yearning tone of "Can't Help Falling in Love" are ill-served by the lush strings.
After a long-lost print of No Place Like Home was discovered in New York, he completed work on it by augmenting the original footage with additional material from 1981 and other scenes completed more recently; its debut at the Toronto international film festival this year was well received and it was shown in Jamaica on December 1, the day after Henzell died peacefully at a relative's home.
Although all adopting diversity-based combination, the former two algorithms are generated by manipulating the original training set, while the latter one by augmenting the original training set using artificial training examples and has exhibited both stronger robustness to noise than AdaBoost and better resilience to missing features than Bagging and AdaBoost.
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In this case the iterative algorithm did not converge on the original matrix (which, as is mentioned in [14], can happen) and so in this case, the recommended approach is to augment the original weights by effectively inserting a small positive weight for transitions that were originally zero (this idea is revisited in the Discussion).
Here, we systematically augmented the original binary library with additional levels of diversity and examined the effects.
Published from 1972 to 1986, the supplement augmented the original O.E.D. by more than 60,000 words, including scientific terminology, trademarks and English vocabulary from around the globe.
ESPN will augment the original broadcast with interviews with some participants, including Dick Stockton, who called the game with Tom Heinsohn Bill Waltonn, an injured, little-used Celtics reserve, and K. C.
Since 2006, many of the recommendations for the improvement of the standards seek to either increase the standards' specificity or augment the original intent of the standards.
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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