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An Affine Invariant $k$-Nearest Neighbor Regression Estimate
We design a data-dependent metric in $\mathbb R^d$ and use it to define the $k$-nearest neighbors of a given point. Our metric is invariant under all affine... -
New insights into Approximate Bayesian Computation
International audience -
On the mutual nearest neighbors estimate in regression
International audience
