regularized to

USAGE SUMMARY

The phrase "regularized to" is correct and usable in written English.
It can be used in contexts where a process or system is adjusted or standardized to a specific form or set of rules. Example: "The data was regularized to fit the new model requirements."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

In this work, we show how centrality computations can be regularized to reach higher performance.

Journal of Parallel and Distributed Computing

From the general theory we know that such a system can be regularized to a Fredholm one.

Boundary Value Problems

Furthermore, a rectangular region including one human is clipped from each frame, and they are regularized to the same size.

EURASIP Journal on Advances in Signal Processing

Core samples were extracted from the walls and then regularized to perform a non-standard compression test in the laboratory.

Construction and Building Materials

Consequently, such models must be regularized to obtain a sequence of well-posed equations which, at least in principle, can be approximately solved by a computer.

The Journal of Mathematical Neuroscience

CMA-ES optimizes level set functions as design variables to minimize the fitness value that is regularized to avoid the ill-posedness of topology optimization using a perimeter constraint.

Computer Methods in Applied Mechanics and Engineering

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

The parameters are represented as two matrices, M× P parameter matrix η (which we will regularize to be sparse and low-rank) and a 1× P ES expression vector ϕ.

Bioinformatics

The parameter trajectories were regularized according to equation (6) to avoid needless change of parameters.

BMC Systems Biology

To this end we introduce a sort of "regularized" version to reduce possible overfitting problems in the learning process.

Artificial Intelligence in Medicine

Finally, a weighted median filter is applied on the resulting motion vector fields in order to regularize them.

EURASIP Journal on Advances in Signal Processing

Values were then log2-transformed in order to regularize the dynamic range.

Clinical Epigenetics

Expert writing Tips

Best practice

When using "regularized to", ensure the context clearly indicates what is being standardized or adjusted, and to what specific criteria it is being conformed.

Common error

Avoid using "regularized to" in casual conversation or informal writing; opt for simpler alternatives like "adjusted" or "adapted" unless the context specifically requires the nuance of standardization.

Linguistic Context

The phrase "regularized to" functions as a passive verb construction, indicating that something has been modified or standardized. Ludwig AI's analysis confirms its usage in contexts where a process is adjusted to conform to specific requirements or standards.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

15%

Formal & Business

15%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "regularized to" is a grammatically sound construction that conveys the idea of standardization or adjustment to a particular norm or standard. Ludwig AI identifies it as most commonly used in scientific and technical contexts, emphasizing formal and precise language. While not incorrect, using "regularized to" in informal contexts might sound unnatural, so simpler alternatives like "adjusted to" or "adapted to" are preferable. The phrase functions primarily to describe actions taken to align something with predefined rules or criteria.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

adjusted to

Emphasizes the act of making changes to fit a specific requirement or standard.

adapted to

Highlights the process of modification for a new condition or environment.

standardized to

Focuses on conforming to a defined standard or specification.

conformed to

Stresses compliance with established rules or norms.

calibrated to

Implies a precise adjustment, often in technical contexts.

aligned with

Highlights the act of bringing something into agreement or correspondence with something else.

tailored to

Suggests customization to meet specific needs or preferences.

tuned to

Indicates a fine-tuning process for optimal performance or sensitivity.

brought into compliance with

Focuses on the action of ensuring something adheres to a set of regulations or laws.

transformed into

Emphasizes a complete change in form or function to align with certain requirements.

FAQs

How can I use "regularized to" in a sentence?

You can use "regularized to" to describe something that has been adjusted or standardized to meet certain criteria. For example, "The algorithm was "regularized to" improve accuracy."

What are some alternatives to "regularized to"?

Alternatives include "adjusted to", "adapted to", or "standardized to", depending on the specific context and nuance you want to convey.

In what contexts is "regularized to" most appropriate?

"Regularized to" is most appropriate in technical, scientific, or formal contexts where precise adjustments or standardization are necessary. Consider contexts such as data analysis or mathematics.

What is the difference between "regularized to" and "adjusted to"?

"Regularized to" implies a process of standardization or making something conform to a set of rules or norms, while "adjusted to" simply means making changes to fit a specific requirement. The former is more precise and technical.