disembedding

[US]//dɪˈsembɪŋ//
[UK]//dɪˈsembɪŋ//

Translation

n./v.Removal from a matrix or embedding; the process of extracting something from its surrounding context.; In networking, the action of removing data from a network packet.; A process of abstracting or isolating elements from a larger structure.; Removal from an embedded state; the process of extracting something from a larger structure; also, the act of releasing from an embedded context.; In the context of networks, signifies extraction or de-integration from a network structure or resource.; The process of removing something from a larger structure or context; extracting an element.; The process of removing something from a matrix or embedded state; extraction.
v.To remove or extract something, particularly from a matrix or embedded state.; To remove from an embedded state or matrix; to extract.

Phrases & Collocations

disembedding data

disembedding process

avoiding disembedding

disembedding results

disembedding technique

disembedding information

preventing disembedding

disembedding step

disembedding layer

Example Sentences

the researchers are investigating the potential issues with disembedding the word vector representations.

disembedding the latent variables can simplify the model architecture.

careful consideration is needed when performing disembedding to avoid information loss.

we observed a slight performance decrease after disembedding the features.

the process of disembedding usually involves dimensionality reduction.

disembedding from the original space allows for better comparison with other data.

a key challenge is how to effectively disembed without losing crucial context.

the paper analyzes the benefits and drawbacks of disembedding techniques.

sometimes, disembedding can improve the interpretability of the model.

prior to analysis, we need to disembed the learned representations.

disembedding can be a useful step in the feature engineering pipeline.

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