Robust Machine Learning. Distributed Methods for Safe AI 2024（Rachid Guerraoui • Nirupam Gupta • Rafael Pinot）（2024）

  • 书名：Robust Machine Learning. Distributed Methods for Safe AI 2024
  • 出版社：Unspecified
  • 作者：Rachid Guerraoui • Nirupam Gupta • Rafael Pinot
  • 出版年份：2024
  • 电子书格式： pdf
  • 简介：Dive into “Robust Machine Learning: Distributed Methods for Safe AI 2024” by Rachid Guerraoui, Nirupam Gupta, and Rafael Pinot. This comprehensive guide explores cutting-edge distributed machine learning techniques crucial for building safer and more reliable AI systems. Learn how to handle data heterogeneity, improve model robustness against adversarial attacks, and ensure fairness and privacy in large-scale deployments. Ideal for researchers, data scientists, and AI engineers seeking to advance the state-of-the-art in trustworthy AI.
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