robust representation for

USAGE SUMMARY

The phrase "robust representation for" is correct and usable in written English.
It can be used when discussing a strong or effective way to depict or symbolize something, often in technical or academic contexts. Example: "The study provides a robust representation for the complex data sets, allowing for clearer analysis and interpretation."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

Wavevlets provide a robust representation for one-dimensional piecewise smooth signals, but they are poorly adapted for higher-dimensional phenomena such as edges and contours[15].

EURASIP Journal on Advances in Signal Processing

Compared to previous approaches, SFA can discover a robust representation for cross-domain data by fully exploiting the relationship between DS and DI tags (workflow motifs) via simultaneously co-clustering them in a common latent space [32].

Journal of Big Data

We refer the reader to (Bielecki et al. 2016) and references therein, where the authors present a general robust representation for dynamic quasi-concave upper semi-continuous LM-measures.

Probability, Uncertainty and Quantitative Risk

In order to ensure robust representation for each country, multiple locations within each country were chosen.

Cough

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

4 See Appendix "Robust representations for dynamic monetary utility measures" for the definition of minimal penalty functions, up to a sign, and for the corresponding robust representations.

Probability, Uncertainty and Quantitative Risk

However, in this paper we only use robust representations for dynamic monetary utility measures for random variables, and that is why our discussion here is limited to this case.

Probability, Uncertainty and Quantitative Risk

Classical (static) coherent risk measures defined on L ∞ admit robust representation of the form (1) for some set of probability measures (mathcal {Q}).

Probability, Uncertainty and Quantitative Risk

To improve our understanding of the impact of long-term exposure to both mechanical ventilation and hyperoxia, future studies involving mechanical ventilation of longer duration and with clinically relevant settings are essential for a robust representation of the ICU environment.

Critical Care

With the exceptions noted above, by the experimental criterion of hydrogen exchange, the NMR relaxation-restrained ensemble 2NR2 of Vendruscolo and co-workers (40) appears to provide a robust representation of the Boltzmann-weighted distribution for the more highly populated protein conformations of ubiquitin.

Biochemistry

The robust representation of the environment from unreliable sensory cues is vital for the efficient function of the brain.

eLife

PST is a robust representation of ASR output.

EURASIP Journal on Audio, Speech, and Music Processing

Expert writing Tips

Best practice

When aiming for technical accuracy, use "robust representation for" to convey a reliable and stable depiction, especially in data modeling or scientific contexts.

Common error

Avoid using "robust representation for" in informal writing where simpler phrases like "clear depiction of" or "good example of" would suffice. It can sound unnecessarily complex.

Linguistic Context

The phrase "robust representation for" functions as a noun phrase modifier. It describes the quality of a representation, indicating its strength and reliability. As Ludwig AI suggests, this phrase is appropriate and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "robust representation for" is a phrase used to describe a depiction or model that is strong, reliable, and resilient, according to Ludwig AI. It's grammatically correct and primarily found in scientific and technical contexts. While appropriate for formal writing, simpler alternatives may be better suited for everyday conversation. When aiming for technical accuracy, using "robust representation for" communicates a reliable and stable depiction, especially in data modeling or scientific contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

reliable depiction of

Changes "robust" to "reliable" and "representation" to "depiction", focusing on dependability.

strong model for

Replaces "representation" with "model", implying a simplified version.

effective portrayal of

Substitutes "representation" with "portrayal", emphasizing how something is depicted.

valid characterization of

Uses "characterization" instead of "representation", highlighting specific qualities.

accurate reflection of

Emphasizes precision and truthfulness in the depiction.

dependable illustration of

Focuses on the trustworthiness of the example.

solid framework for

Implies a structured approach to understanding something.

precise mapping of

Suggests a direct correspondence between elements.

detailed account of

Highlights the thoroughness of the description.

thorough explanation of

Focuses on the completeness of the provided information.

FAQs

How can I use "robust representation for" in a sentence?

Use "robust representation for" when you want to emphasize that a model, depiction, or symbol is strong and reliable, especially in withstanding variations or errors. For example, "This model provides a robust representation for predicting market trends."

What are some alternatives to "robust representation for"?

You can use alternatives like "reliable depiction of", "strong model for", or "effective portrayal of" depending on the context.

In what fields is the phrase "robust representation for" commonly used?

This phrase is frequently used in scientific, engineering, and statistical fields when discussing models, data, or systems that need to be resilient to errors or variations.

Is "robust representation for" too formal for everyday conversation?

Yes, "robust representation for" is quite formal. In everyday conversation, simpler phrases like "good example of" or "clear depiction of" are generally more appropriate.