Machine Learning with Noisy Labels: Definitions, Theory, Techniques and Solutions

ISBN-13: 9780443154416 / Angielski / Miękka / 2024 / 200 str.

Centre for Vi Gustavo (Professor of AI and Machine Learning

Spis treści

1. Problem Definition
2. Noisy-label Problems and Datasets
3. Theoretical Aspects of Noisy-label Learning
4. Noisy-Label Learning Techniques
5. Benchmarks, Methods, Results and Code
6. Conclusion and Final Considerations