Minimax Lower Bounds for Cost Sensitive Classification

20 May 2018Parameswaran KamalarubanRobert C. Williamson

The cost-sensitive classification problem plays a crucial role in mission-critical machine learning applications, and differs with traditional classification by taking the misclassification costs into consideration. Although being studied extensively in the literature, the fundamental limits of this problem are still not well understood... (read more)

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