Learning from Biased Data: A Semi-Parametric Approach
Patrice Bertail * 1 Stephan Clemencon * 2 Yannick Guyonvarch * 2 Nathan Noiry * 2
Abstract distribution P and ` : Z × Θ → R+ is a given loss func-
tion. In order to solve approximately the risk minimization
We consider risk minimization problems where
problem
the (source) distribution PS of the training obser-
...


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