Compositionality and functorial invariants in machine learning
<p>The objective of this thesis is to show that studying the underlying compositional and functorial structure in machine learning systems allows us to better understand them. In order to do this, we explore category theoretic formulations of many subareas of machine learning, including optimi...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Thesis |
| Language: | English |
| Published: |
2023
|
| Subjects: |