The general regularization scheme is extended to conditional density estimation, yielding a new estimator with proven convergence rates that matches or beats the Nadaraya-Watson estimator in experiments.
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The general regularisation scheme applied to conditional density estimation
The general regularization scheme is extended to conditional density estimation, yielding a new estimator with proven convergence rates that matches or beats the Nadaraya-Watson estimator in experiments.