32 citations · 82 across the 15 of their papers we have counts for
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stat.ML2017★ 3 cited
Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing
Wesley Tansey, Jesse Thomason, James G. Scott
We consider the problem of estimating a regression function in the common situation where the number of features is small, where interpretability of the model is a high priority, a…
stat.ML2017
Deep Nonparametric Estimation of Discrete Conditional Distributions via Smoothed Dyadic Partitioning
Wesley Tansey, Karl Pichotta, James G. Scott
We present an approach to deep estimation of discrete conditional probability distributions. Such models have several applications, including generative modeling of audio, image, a…
stat.ML2017
GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification
Wesley Tansey, James G. Scott
We consider the problem of estimating a regression function in the common situation where the number of features is small, where interpretability of the model is a high priority, a…