【免费书《保形预测理论基础》：一本关于基于排列测试和可交换性构建-20241125074045

【免费书《保形预测理论基础》：一本关于基于排列测试和可交换性构建的预测技术的书，这些技术在假设检验和为机器学习系统提供不确定性量化保证等多种任务中都非常有用，特别是在不需要对数据生成分布形式做任何假设的情况下形成预测集】"Theoretical Foundations of Conformal Prediction" - This book is about conformal prediction and related inferential techniques that build on permutation tests and exchangeability. These techniques are useful in a diverse array of tasks, including hypothesis testing and providing uncertainty quantification guarantees for machine learning systems. 网页链接 #机器学习# #预测技术# #不确定性量化#