We need Gaussian processes because they provide a flexible and powerful framework for non-parametric regression and classification. By modeling distributions over functions, Gaussian processes can capture complex patterns and uncertainties in data, making them suitable for a wide range of machine learning tasks.
7 answers
Chiara
Sat Nov 30 2024
One application of Gaussian processes is in classification tasks.
Caterina
Sat Nov 30 2024
Gaussian processes are versatile tools in the field of machine learning.
Martina
Sat Nov 30 2024
They can be utilized as a supervised learning technique for various purposes.
Chiara
Fri Nov 29 2024
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KimonoGlory
Fri Nov 29 2024
For instance, they can be employed to recognize handwritten digits accurately.