Trustworthy Machine Learning
From Data to Models
(Author) Bo Han
Format:
Paperback
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This monograph provides a systematic overview of the research problems under trustworthy machine learning, covering the perspectives from data to model. Starting with fundamental data-centric learning, this work reviews learning with noisy data, long-tailed distribution, out-of-distribution data, and adversarial examples to achieve robustness.
Information
Publisher:
now publishers Inc
Format:
Paperback
Number of pages:
None
Language:
en
ISBN:
9781638285489
Publish year:
2025
Publish date:
April 29, 2025