74 citations · 461 across the 38 of their papers we have counts for
4 papers · 1 filter
Convex Modeling of Interactions with Strong Heredity
Asad Haris, Daniela Witten, Noah Simon
We consider the task of fitting a regression model involving interactions among a potentially large set of covariates, in which we wish to enforce strong heredity. We propose FAMIL…
Fused Lasso Additive Model
Ashley Petersen, Daniela Witten, Noah Simon
We consider the problem of predicting an outcome variable using covariates that are measured on independent observations, in the setting in which flexible and interpretable…
Selection Bias Correction and Effect Size Estimation under Dependence
Kean Ming Tan, Noah Simon, Daniela Witten
We consider large-scale studies in which it is of interest to test a very large number of hypotheses, and then to estimate the effect sizes corresponding to the rejected hypotheses…
Comment on "Detecting Novel Associations In Large Data Sets" by Reshef Et Al, Science Dec 16, 2011
Noah Simon, Robert Tibshirani
The proposal of Reshef et al. (2011) is an interesting new approach for discovering non-linear dependencies among pairs of measurements in exploratory data mining. However, it has…