49 citations · 54 across the 10 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2023
Ranking & Reweighting Improves Group Distributional Robustness
Yachuan Liu, Bohan Zhang, Qiaozhu Mei +1
Recent work has shown that standard training via empirical risk minimization (ERM) can produce models that achieve high accuracy on average but low accuracy on underrepresented gro…
cs.LG2021
Modeling Dynamic User Interests: A Neural Matrix Factorization Approach
Paramveer Dhillon, Sinan Aral
In recent years, there has been significant interest in understanding users' online content consumption patterns. But, the unstructured, high-dimensional, and dynamic nature of suc…
cs.LG2009★ 1 cited
Transfer Learning Using Feature Selection
Paramveer S. Dhillon, Dean Foster, Lyle Ungar
We present three related ways of using Transfer Learning to improve feature selection. The three methods address different problems, and hence share different kinds of information…