sparsity

Vocabulary Word

Definition

'Sparsity' talks about how things are thinly distributed or disbursed. It's not just for tangible things like people in a town, but also for things you can't touch, like values in data.

Examples in Different Contexts

In technology, 'sparsity' is crucial in data storage and processing, especially when dealing with large datasets. A software engineer might say, 'Leveraging sparsity allows us to optimize data storage and processing, reducing the computational load and enhancing efficiency.'

Practice Scenarios

Tech

Scenario:

Given the high dimensionality of our data, we should consider using a more efficient algorithm.

Response:

Building a sparse model for our data could help us handle the high-dimensionality issue more effectively.

Public-Policy

Scenario:

Despite our efforts, certain communities remain underrepresented. We must take dedicated measures to rectify this.

Response:

To address the sparsity in representation, we could initiate community-specific programs and schemes.