报告题目：Kernel-based Probability Measures for Data Analysis: A Deterministic or Stochastic Problem?
报告人：Qi Ye（华南师范大学）
时间：2019年10月14日（星期一）10:00—11:00
地点：苏州大学本部精正楼（数学楼）301
摘要：In the talk, we introduce a concept of kernel-based probability measures on Banach spaces to solve a deterministic problem by a stochastic approach such as collocations and interpolations. We combine the theory of numerical analysis, regression analysis, and stochastic analysis to renew the classical kernel-based approximation methods for data analysis and machine learning. The kernel-based probability measures give a numerical tool to construct and analyze the kernel-based estimators based on the generalized data including kernel-based algorithms and error analysis.
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