Sentence examples similar to fairness in data representation from inspiring English sources

Benchmarking studies need to consider and document nuances in data representation.

We will also investigate how to formulate the notion of fairness in data analysis mathematical.

Also, note that instead of putting a fairness term in transmit powers, we can also choose a fairness term in data rates, i.e., G n (R n ) to enforce fairness over data rates if desired.

And we need fairness in political representation.

Data representation is consistent with that in Fig.  1a.

The inclusion of fairness comes with a price in data rate performance.

We have many efforts at Google and research collaboration around this question of fairness in machine learning and unbiased data".

In order to simply ensure fairness in sentences and case outcomes, quality representation is essential.

The FI ranges between 0 (no fairness) and 1 (perfect fairness) in which all users would achieve the same data rate.

Borland, L. & van Heel, M. Classification of image data in conjugate representation spaces.

Additionally, fairness in international collaboration needs to be ensured, with researchers having equal access to data, and intellectual property rights adequately addressed.