开课单位--印度班加罗尔理工学院
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A Rate-Distortion One-Class Model and its Applications to Clustering[速率失真的单类模型及其在聚类中的应用]
  Partha Pratim Talukdar(印度班加罗尔理工学院) We study the problem of one-class classification, in which we seek a rule to separate a coherent subset of instances similar to a few positive example...
热度:73

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New Regularized Algorithms for Transducitve Learning[转导学习的新规则化算法]
  Partha Pratim Talukdar(印度班加罗尔理工学院) We propose a new graph-based label propagation algorithm for transductive learning. Each example is associated with a vertex in an undirected graph an...
热度:65

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Multi-Task Feature Selection Using the Multiple Inclusion Criterion (MIC)[使用多重包含准则(MIC)选择多任务特征]
  Partha Pratim Talukdar(印度班加罗尔理工学院) We address the problem of joint feature selection in multiple related classification or regression tasks. When doing feature selection with multiple t...
热度:88
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