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math.ST2026
Nearest-Neighbour Matching on Unbounded Supports and Covariate Shift Transfer
Simon Viel
Expectations of multivariate functions with missing labels occur in various fields such as transfer learning and average treatment effects. Although non-parametric estimators based…
math.ST2025
Convergence rate for Nearest Neighbour matching: geometry of the domain and higher-order regularity
Simon Viel, Lionel Truquet, Ikko Yamane
Estimating some mathematical expectations from partially observed data and in particular missing outcomes is a central problem encountered in numerous fields such as transfer learn…