108 citations · 114 across the 11 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.DS2021
Isotonic Regression Algorithms Using an Approach
Quentin F. Stout
Significant advances in flow algorithms have changed the relative performance of various approaches to algorithms for isotonic regression. We show a simple plug-in method to…
cs.DS2021
Isotonic Regression With Secondary Objectives
Quentin F. Stout
We provide algorithms for isotonic regression minimizing error (Hamming distance). This is also known as monotonic relabeling, and is applicable when labels have a linear ord…
cs.IR2021
Generating Artificial Core Users for Interpretable Condensed Data
Amy Nesky, Quentin F. Stout
Recent work has shown that in a dataset of user ratings on items there exists a group of Core Users who hold most of the information necessary for recommendation. This set of Core…