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  2. t-distributed stochastic neighbor embedding - Wikipedia

    en.wikipedia.org/wiki/T-distributed_stochastic...

    t-distributed stochastic neighbor embedding (t-SNE) is a statistical method for visualizing high-dimensional data by giving each datapoint a location in a two or three-dimensional map. It is based on Stochastic Neighbor Embedding originally developed by Geoffrey Hinton and Sam Roweis, [ 1 ] where Laurens van der Maaten and Hinton proposed the t ...

  3. Dimensionality reduction - Wikipedia

    en.wikipedia.org/wiki/Dimensionality_reduction

    T-distributed Stochastic Neighbor Embedding (t-SNE) is a nonlinear dimensionality reduction technique useful for the visualization of high-dimensional datasets. It is not recommended for use in analysis such as clustering or outlier detection since it does not necessarily preserve densities or distances well. [18]

  4. Nonlinear dimensionality reduction - Wikipedia

    en.wikipedia.org/wiki/Nonlinear_dimensionality...

    t-distributed stochastic neighbor embedding (t-SNE) [26] is widely used. It is one of a family of stochastic neighbor embedding methods. The algorithm computes the probability that pairs of datapoints in the high-dimensional space are related, and then chooses low-dimensional embeddings which produce a similar distribution.

  5. T-SNE - Wikipedia

    en.wikipedia.org/?title=T-SNE&redirect=no

    use {{R from acronym}} for abbreviations that are pronounced as words, such as NATO and RADAR; use {{R from initialism}} for those abbreviations that are pronounced as letters, such as CIA and HIV; use {{R from short name}} for the initials of a person's name or for any other length reduction that is not typically classed as an abbreviation.

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  7. Our 21 Best 30-Minute Soups That Are Creamy & Comforting - AOL

    www.aol.com/21-best-30-minute-soups-130000239.html

    Using smaller radishes will give the soup a pretty pink hue, like the one pictured here, while larger radishes result in an almost white soup. View Recipe. Loaded Black Bean Nacho Soup.

  8. Women are being notified that they need to take action if ...

    www.aol.com/women-being-notified-action-dense...

    Women with dense breasts have a higher risk of developing breast cancer than women who don't have dense breasts, Litvack says. Density can also vary over a woman's lifetime, mostly due to hormonal ...

  9. Sentence embedding - Wikipedia

    en.wikipedia.org/wiki/Sentence_embedding

    BERT pioneered an approach involving the use of a dedicated [CLS] token prepended to the beginning of each sentence inputted into the model; the final hidden state vector of this token encodes information about the sentence and can be fine-tuned for use in sentence classification tasks. In practice however, BERT's sentence embedding with the ...