Moment Kernels for Regular Distributions

作者：Corinna Cortes, Mehryar Mohri

摘要

Many machine learning problems in natural language processing, transaction-log analysis, or computational biology, require the analysis of variable-length sequences, or, more generally, distributions of variable-length sequences.

论文关键词：statistical learning, kernel methods, rational kernels, string kernels, weighted automata, weighted finite-state transducers, spoken-dialog classification

论文评审过程：

论文官网地址：https://doi.org/10.1007/s10994-005-0919-8