Statistical Learning Theory provides a mathematical framework for understanding how algorithms infer predictive rules from data. At its core lies the notion of risk: the expected loss of a model on ...

本刊由中国科学院主管，依托《中国科学》杂志社出版，致力于构建一个连接严谨统计理论与现代计算及数据驱动方法的革命性平台，推动统计与数据科学交叉领域最前沿的研究。 在数据科学和人工智能飞速发展的今天，创立一个审稿周期短、审稿过程透明 ...

We conduct research in data science, social statistics, time series and statistical learning, and probability and risk management in insurance and finance. This programme offers the chance to ...

We are not currently accepting applications for this course. Register your interest below to be notified when applications open again. Data Science combines scientific inquiry, statistical knowledge ...

The deep learning revolution has ushered in a new generation of machine learning tools capable of identifying the patterns in massive noisy datasets with accuracy that often exceeds that of human ...

The Statistical & Data Sciences (SDS) Program links faculty and students from across the college interested in learning things from data. At Smith, students learn statistics by doing—class time ...