36 citations · 55 across the 4 of their papers we have counts for
4 papers
Learning to Read through Machine Teaching
Ayon Sen, Christopher R. Cox, Matthew Cooper Borkenhagen +2
Learning to read words aloud is a major step towards becoming a reader. Many children struggle with the task because of the inconsistencies of English spelling-sound correspondence…
Domain Independent SVM for Transfer Learning in Brain Decoding
Shuo Zhou, Wenwen Li, Christopher R. Cox +1
Brain imaging data are important in brain sciences yet expensive to obtain, with big volume (i.e., large p) but small sample size (i.e., small n). To tackle this problem, transfer…
Classification with Sparse Overlapping Groups
Nikhil Rao, Robert Nowak, Christopher Cox +1
Classification with a sparsity constraint on the solution plays a central role in many high dimensional machine learning applications. In some cases, the features can be grouped to…
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
Nikhil Rao, Christopher Cox, Robert Nowak +1
Multitask learning can be effective when features useful in one task are also useful for other tasks, and the group lasso is a standard method for selecting a common subset of feat…