91 citations · 581 across the 43 of their papers we have counts for
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stat.AP2016
Photo-z Estimation: An Example of Nonparametric Conditional Density Estimation under Selection Bias
Rafael Izbicki, Ann B. Lee, Peter E. Freeman
Redshift is a key quantity for inferring cosmological model parameters. In photometric redshift estimation, cosmologists use the coarse data collected from the vast majority of gal…
stat.ME2016★ 53 cited
Nonparametric Conditional Density Estimation in a High-Dimensional Regression Setting
Rafael Izbicki, Ann B. Lee
In some applications (e.g., in cosmology and economics), the regression E[Z|x] is not adequate to represent the association between a predictor x and a response Z because of multi-…
stat.ME2016★ 36 cited
A Spectral Series Approach to High-Dimensional Nonparametric Regression
Ann B. Lee, Rafael Izbicki
A key question in modern statistics is how to make fast and reliable inferences for complex, high-dimensional data. While there has been much interest in sparse techniques, current…