Timezone: »

Learning from Biased Data: A Semi-Parametric Approach
Patrice Bertail · Stephan Clémençon · Yannick Guyonvarch · Nathan NOIRY

Wed Jul 21 07:20 AM -- 07:25 AM (PDT) @
We consider risk minimization problems where the (source) distribution $P_S$ of the training observations $Z_1, \ldots, Z_n$ differs from the (target) distribution $P_T$ involved in the risk that one seeks to minimize. Under the natural assumption that $P_S$ dominates $P_T$, \textit{i.e.} $P_T< \! \!

Author Information

Patrice Bertail (Université Paris Nanterre)
Stephan Clémençon (Télécom Paris)
Yannick Guyonvarch (Télécom Paris)
Nathan NOIRY (Telecom Paris)

Related Events (a corresponding poster, oral, or spotlight)

More from the Same Authors