49 citations · 50 across the 2 of their papers we have counts for
3 papers
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.CL2012★ 49 cited
Two Step CCA: A new spectral method for estimating vector models of words
Paramveer Dhillon, Jordan Rodu, Dean Foster +1
Unlabeled data is often used to learn representations which can be used to supplement baseline features in a supervised learner. For example, for text applications where the words…
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…