activity
20162026
most citedApproximation and Estimation for High-Dimensional Deep Learning Networks

41 citations · 143 across the 39 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

math.ST2021

Characterizing the SLOPE Trade-off: A Variational Perspective and the Donoho-Tanner Limit

Zhiqi Bu, Jason Klusowski, Cynthia Rush +1

Sorted l1 regularization has been incorporated into many methods for solving high-dimensional statistical estimation problems, including the SLOPE estimator in linear regression. I…

stat.ML2021★ 1 cited

Large Scale Prediction with Decision Trees

Jason M. Klusowski, Peter M. Tian

This paper shows that decision trees constructed with Classification and Regression Trees (CART) and C4.5 methodology are consistent for regression and classification tasks, even w…