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stat.ML2019★ 85 cited
Nonparametric Density Estimation for High-Dimensional Data - Algorithms and Applications
Zhipeng Wang, David W. Scott
Density Estimation is one of the central areas of statistics whose purpose is to estimate the probability density function underlying the observed data. It serves as a building blo…
stat.ML2018
The Hybrid Bootstrap: A Drop-in Replacement for Dropout
Robert Kosar, David W. Scott
Regularization is an important component of predictive model building. The hybrid bootstrap is a regularization technique that functions similarly to dropout except that features a…