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We are interested in representations that are invariant to class-preserving transformations and selective to class-specific properties, for learning to separate multiple categories with reduced sample complexity.
The classification performance of our signature is evident in representations that indicate as first approximation the up-regulation of the signature in hypoxic condition.
Whatever its source, the overall message is similar, which results in representations that are very similar to those within the public domain and focus on the same aspects.
RD facets lead to an unbalanced representation of the target construct's variance by over-representing some of its manifestations, while ET facets result in representations that extend beyond the target construct's boundaries, representing expressions of other, non-targeted dimensions.
Future work will focus on identifying and testing elements in representations that help students think about the underlying structure of chromosomes or activate appropriate cognitive resources that would allow them to use their knowledge when thinking about a complex cellular process.
Similar(55)
The record number of women expected to enter Congress after November's election may not bring the leaps in representation that often come with quota policies.
Of the $5.1 billion, developing countries will contribute $1.6 billion in connection with a shift in representation that will give them 47.19 percent of voting power, up from 44.06 percent.
They currently have one member but want an increase in representation that reflects their role as the lead revenue generators in the game.
That has left a rather awkward void in representation that I hope to fill.
This strategy is in accordance with the many recent findings that show that certain conceptualizations observed in language also exist in mental representations that are more basic than language itself.
The goal of the meeting is to investigate advances and challenges in learning "good representations" from data, in particular representations that can reduce the complexity of later supervised learning stages.
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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